Dataset statistics
| Number of variables | 817 |
|---|---|
| Number of observations | 150000 |
| Missing cells | 11650862 |
| Missing cells (%) | 9.5% |
| Total size in memory | 934.4 MiB |
| Average record size in memory | 6.4 KiB |
Variable types
| Numeric | 806 |
|---|---|
| Unsupported | 11 |
Ama_rchrgmnt_sum_max_mnt1 has constant value "" | Constant |
sms_roam_clc_min_mnt1 has constant value "" | Constant |
Ama_rchrgmnt_sum_mea_mnt3 has constant value "" | Constant |
all_roam_clc_min_mnt3 has constant value "" | Constant |
pay_p2p_out_sum_max_mnt3 has constant value "" | Constant |
sms_roam_clc_max_mnt1 has constant value "" | Constant |
Ama_rchrgmnt_sum_min_mnt3 has constant value "" | Constant |
sms_roam_clc_mea_wk1 has constant value "" | Constant |
goodok_clc_max_mnt3 has constant value "" | Constant |
Ama_rchrgmnt_sum_mea_wk1 has constant value "" | Constant |
voice_in_roam_clc_min_mnt3 has constant value "" | Constant |
goodok_clc_std_mnt1 has constant value "" | Constant |
Ama_rchrgmnt_sum_std_mnt1 has constant value "" | Constant |
pay_p2p_in_sum_min_mnt3 has constant value "" | Constant |
goodok_clc_min_mnt1 has constant value "" | Constant |
sms_roam_clc_mea_mnt1 has constant value "" | Constant |
goodok_clc_mea_wk1 has constant value "" | Constant |
goodok_clc_td_mnt3 has constant value "" | Constant |
goodok_clc_mea_mnt1 has constant value "" | Constant |
sms_roam_clc_std_mnt1 has constant value "" | Constant |
goodok_clc_min_mnt3 has constant value "" | Constant |
sms_roam_clc_min_mnt3 has constant value "" | Constant |
Ama_rchrgmnt_sum_std_mnt3 has constant value "" | Constant |
voice_in_roam_clc_min_mnt1 has constant value "" | Constant |
Ama_rchrgmnt_sum_max_mnt3 has constant value "" | Constant |
goodok_clc_mea_mnt3 has constant value "" | Constant |
goodok_clc_max_mnt1 has constant value "" | Constant |
Ama_rchrgmnt_sum_td_mnt3 has constant value "" | Constant |
Ama_rchrgmnt_sum_mea_mnt1 has constant value "" | Constant |
Ama_rchrgmnt_sum_min_mnt1 has constant value "" | Constant |
goodok_clc_std_mnt3 has constant value "" | Constant |
all_roam_clc_min_mnt1 has constant value "" | Constant |
CALCULATION_METHOD_ID has constant value "" | Constant |
entertainment has constant value "" | Constant |
active_gba has constant value "" | Constant |
MV_Traf_Other_out_v_Min has constant value "" | Constant |
MV_ap_3G_d has constant value "" | Constant |
MV_ARPU_Other_out_v_Traf has constant value "" | Constant |
MV_VLR_Guest has constant value "" | Constant |
MV_ARPU_Other_inc_v_Traf has constant value "" | Constant |
MV_Traf_Cont_inc_v_Min has constant value "" | Constant |
MV_ot_R_sm has constant value "" | Constant |
MV_ap_2G_d has constant value "" | Constant |
MV_ap_Roam_d has constant value "" | Constant |
MV_ARPU_innet_inc_v_Traf has constant value "" | Constant |
MV_ap_inc_v has constant value "" | Constant |
MV_ot_inc_v has constant value "" | Constant |
MV_FRAUD_BLOCK has constant value "" | Constant |
MV_ap_Cont_v has constant value "" | Constant |
MV_SERV_Y_WO_AF has constant value "" | Constant |
MV_SERV_RLH has constant value "" | Constant |
bs_count_ppm_mn3 has 29454 (19.6%) missing values | Missing |
days_of_end_last_ppm has 9804 (6.5%) missing values | Missing |
days_of_last_ppm has 9804 (6.5%) missing values | Missing |
active_ppm has 9804 (6.5%) missing values | Missing |
DNZ_MEAN_days_closed_loan_year2 has 135794 (90.5%) missing values | Missing |
DNZ_MIN_days_closed_loan_year2 has 135794 (90.5%) missing values | Missing |
DNZ_DAYS_from_last_year2 has 135112 (90.1%) missing values | Missing |
DNZ_MAX_days_closed_loan_year2 has 135794 (90.5%) missing values | Missing |
DNZ_STD_days_closed_loan_year5 has 140423 (93.6%) missing values | Missing |
DNZ_MIN_days_closed_loan_year5 has 133198 (88.8%) missing values | Missing |
DNZ_COUNT_open_loan_year2 has 135112 (90.1%) missing values | Missing |
DNZ_MEAN_days_closed_loan_year5 has 133198 (88.8%) missing values | Missing |
DNZ_DAYS_from_last_year5 has 132564 (88.4%) missing values | Missing |
DNZ_MEAN_days_open_loan_year5 has 147835 (98.6%) missing values | Missing |
DNZ_COUNT_closed_loan_year5 has 132564 (88.4%) missing values | Missing |
DNZ_COUNT_closed_loan_year2 has 135112 (90.1%) missing values | Missing |
DNZ_MAX_days_closed_loan_year5 has 133198 (88.8%) missing values | Missing |
DNZ_COUNT_open_loan_year5 has 132564 (88.4%) missing values | Missing |
DNZ_MEAN_days_open_loan_year2 has 147859 (98.6%) missing values | Missing |
myvf_day_usage has 67188 (44.8%) missing values | Missing |
Fax has 149845 (99.9%) missing values | Missing |
tsoa_call_cnt has 125594 (83.7%) missing values | Missing |
tsoa_direct_cnt has 140268 (93.5%) missing values | Missing |
tsoa_mail_cnt has 149977 (> 99.9%) missing values | Missing |
SMS has 149246 (99.5%) missing values | Missing |
tsoa_chat_cnt has 145709 (97.1%) missing values | Missing |
device_sim_count has 9558 (6.4%) missing values | Missing |
device_days_usage has 7235 (4.8%) missing values | Missing |
device_has_wifi has 9558 (6.4%) missing values | Missing |
device_brand_nan has 7235 (4.8%) missing values | Missing |
device_type_tablet has 7235 (4.8%) missing values | Missing |
device_brand_xiaomi has 7235 (4.8%) missing values | Missing |
imei_mean_price has 32582 (21.7%) missing values | Missing |
device_brand_meizu has 7235 (4.8%) missing values | Missing |
imei_max_price has 32582 (21.7%) missing values | Missing |
device_has_lte has 9558 (6.4%) missing values | Missing |
device_brand_lg has 7235 (4.8%) missing values | Missing |
device_brand_samsung has 7235 (4.8%) missing values | Missing |
device_has_gprs has 150000 (100.0%) missing values | Missing |
device_brand_other has 7235 (4.8%) missing values | Missing |
device_type_nan has 7235 (4.8%) missing values | Missing |
device_type_smartphone has 7235 (4.8%) missing values | Missing |
device_type_rus_other has 7235 (4.8%) missing values | Missing |
imei_mean_day_announced has 32163 (21.4%) missing values | Missing |
device_brand_huawei has 7235 (4.8%) missing values | Missing |
device_price has 103513 (69.0%) missing values | Missing |
imei_mean_long_days_usage has 1792 (1.2%) missing values | Missing |
device_brand_apple has 7235 (4.8%) missing values | Missing |
device_width_mm has 9558 (6.4%) missing values | Missing |
device_brand_prestigio has 7235 (4.8%) missing values | Missing |
device_ios_version has 137959 (92.0%) missing values | Missing |
device_type_module has 7235 (4.8%) missing values | Missing |
device_android_version has 66736 (44.5%) missing values | Missing |
device_brand_nokia has 7235 (4.8%) missing values | Missing |
device_type_modem has 7235 (4.8%) missing values | Missing |
device_height_mm has 9558 (6.4%) missing values | Missing |
device_brand_sony has 7235 (4.8%) missing values | Missing |
device_brand_lenovo has 7235 (4.8%) missing values | Missing |
device_type_phone has 7235 (4.8%) missing values | Missing |
std_paym_6_month has 26512 (17.7%) missing values | Missing |
max_paym_6_month has 13494 (9.0%) missing values | Missing |
avg_paym_6_month has 13494 (9.0%) missing values | Missing |
count_day_for_last_paym has 13494 (9.0%) missing values | Missing |
is_max_paym has 13494 (9.0%) missing values | Missing |
cnt_paym_6_month has 13494 (9.0%) missing values | Missing |
is_avg_paym has 13494 (9.0%) missing values | Missing |
last_paym has 13494 (9.0%) missing values | Missing |
min_paym_6_month has 13494 (9.0%) missing values | Missing |
sum_paym_6_month has 13494 (9.0%) missing values | Missing |
bs_delte_omo_change_tp has 140716 (93.8%) missing values | Missing |
bs_delte_mb_change_tp has 140716 (93.8%) missing values | Missing |
bs_delte_ppm_change_tp has 140716 (93.8%) missing values | Missing |
bs_delte_ppd_change_tp has 140716 (93.8%) missing values | Missing |
bs_direct_change_tp has 140716 (93.8%) missing values | Missing |
bs_arpu_change_tp has 140716 (93.8%) missing values | Missing |
bs_day_of_change_tp has 140716 (93.8%) missing values | Missing |
bs_count_change_tp has 140716 (93.8%) missing values | Missing |
BS_OVERBUNDLE_MB_SUM_M2 has 125947 (84.0%) missing values | Missing |
BS_OVERBUNDLE_MB_CNT_M3 has 133521 (89.0%) missing values | Missing |
bs_ovrl_OMO_CNT_M2 has 47173 (31.4%) missing values | Missing |
BS_OVERBUNDLE_MB_CNT_M2 has 125947 (84.0%) missing values | Missing |
bs_ovrl_OMO_SUM_M1 has 42866 (28.6%) missing values | Missing |
BS_OVERBUNDLE_MB_SUM_M1 has 124378 (82.9%) missing values | Missing |
bs_ovrl_OMO_SUM_M3 has 45713 (30.5%) missing values | Missing |
BS_OVERBUNDLE_MB_CNT_M1 has 124378 (82.9%) missing values | Missing |
bs_ovrl_OMO_CNT_M3 has 45713 (30.5%) missing values | Missing |
bs_ovrl_OMO_SUM_M2 has 47173 (31.4%) missing values | Missing |
bs_ovrl_OMO_CNT_M1 has 42866 (28.6%) missing values | Missing |
BS_OVERBUNDLE_MB_SUM_M3 has 133521 (89.0%) missing values | Missing |
entertainment has 149994 (> 99.9%) missing values | Missing |
Food has 149989 (> 99.9%) missing values | Missing |
Shops has 149475 (99.7%) missing values | Missing |
Internet has 133810 (89.2%) missing values | Missing |
Cars has 149934 (> 99.9%) missing values | Missing |
Good_deed has 137648 (91.8%) missing values | Missing |
Minutes has 144733 (96.5%) missing values | Missing |
AMA has 146585 (97.7%) missing values | Missing |
day_end_gba has 138497 (92.3%) missing values | Missing |
active_gba has 138497 (92.3%) missing values | Missing |
bs_of_succ_m1 has 150000 (100.0%) missing values | Missing |
bs_drop_call_rate has 150000 (100.0%) missing values | Missing |
bs_succ_rate has 150000 (100.0%) missing values | Missing |
bs_drop_rate has 150000 (100.0%) missing values | Missing |
bs_of_recall_m1 has 150000 (100.0%) missing values | Missing |
bs_of_attemps_all_m1 has 150000 (100.0%) missing values | Missing |
bs_of_unsucc_low_balance_m1 has 150000 (100.0%) missing values | Missing |
bs_recall_rate has 150000 (100.0%) missing values | Missing |
bs_of_unsucc_attemp_equip_m1 has 150000 (100.0%) missing values | Missing |
bs_of_succ_but_drop_m1 has 150000 (100.0%) missing values | Missing |
MV_Traf_Cont_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_ot_mn_out_v has 41450 (27.6%) missing values | Missing |
MV_dou_Roam_v has 1713 (1.1%) missing values | Missing |
MV_ap_innet_out_v has 73850 (49.2%) missing values | Missing |
MV_ap_s has 73850 (49.2%) missing values | Missing |
MV_dou_out_s has 1713 (1.1%) missing values | Missing |
MV_ot_omo_out_v has 41450 (27.6%) missing values | Missing |
MV_ARPU_omo_out_s_Traf has 1713 (1.1%) missing values | Missing |
MV_Traf_innet_out_s_Cnt has 1713 (1.1%) missing values | Missing |
MV_ARPU_R_out_v_Traf has 1713 (1.1%) missing values | Missing |
MV_ARPU_mn_out_v_Traf has 1713 (1.1%) missing values | Missing |
MV_ARPU_omo_out_v_Traf has 1713 (1.1%) missing values | Missing |
MV_Traf_Other_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_ap_omo_out_v has 73850 (49.2%) missing values | Missing |
MV_Traf_R_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_Traf_3G_d_Mb has 1713 (1.1%) missing values | Missing |
MV_Traf_2G_d_Mb has 1713 (1.1%) missing values | Missing |
MV_ARPU_R_out_s_Traf has 1713 (1.1%) missing values | Missing |
MV_ot_3G_d has 41450 (27.6%) missing values | Missing |
MV_dou_Roam_d has 1713 (1.1%) missing values | Missing |
MV_ARPU_Roam_d_Traf has 1713 (1.1%) missing values | Missing |
MV_ap_3G_d has 73850 (49.2%) missing values | Missing |
MV_dou_innet_out_v has 1713 (1.1%) missing values | Missing |
MV_Traf_omo_inc_v_Min has 1713 (1.1%) missing values | Missing |
MV_ARPU_Other_out_v_Traf has 1713 (1.1%) missing values | Missing |
MV_dou_net has 1713 (1.1%) missing values | Missing |
MV_Traf_Cont_out_s_Cnt has 1713 (1.1%) missing values | Missing |
MV_VLR_Guest has 147845 (98.6%) missing values | Missing |
MV_ARPU_Other_inc_v_Traf has 1713 (1.1%) missing values | Missing |
MV_Traf_4G_d_Mb has 1713 (1.1%) missing values | Missing |
MV_ot_R_v has 41450 (27.6%) missing values | Missing |
MV_Traf_innet_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_ap_Other has 73850 (49.2%) missing values | Missing |
MV_Traf_Other_inc_v_Min has 1713 (1.1%) missing values | Missing |
MV_Traf_omo_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_Traf_pstn_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_net_total has 1713 (1.1%) missing values | Missing |
MV_ot_Cont_v has 41450 (27.6%) missing values | Missing |
MV_Traf_Cont_inc_s_Cnt has 1713 (1.1%) missing values | Missing |
MV_Traf_Cont_inc_v_Min has 1713 (1.1%) missing values | Missing |
MV_Traf_Roam_d_Mb has 1713 (1.1%) missing values | Missing |
MV_ARPU_3G_d_Traf has 1713 (1.1%) missing values | Missing |
MV_dou_4G_d has 1713 (1.1%) missing values | Missing |
MV_ARPU_4G_d_Traf has 1713 (1.1%) missing values | Missing |
MV_AP_total has 73850 (49.2%) missing values | Missing |
MV_ot_R_sm has 41450 (27.6%) missing values | Missing |
MV_ARPU_Cont_out_s_Traf has 1713 (1.1%) missing values | Missing |
MV_ARPU_Cont_out_v_Traf has 1713 (1.1%) missing values | Missing |
MV_DOU_AP has 73850 (49.2%) missing values | Missing |
MV_ot_Unkn has 41450 (27.6%) missing values | Missing |
MV_ot_Roam_d has 41450 (27.6%) missing values | Missing |
MV_Traf_R_inc_v_Min has 1713 (1.1%) missing values | Missing |
MV_ap_2G_d has 73850 (49.2%) missing values | Missing |
MV_Traf_mn_inc_v_Min has 1713 (1.1%) missing values | Missing |
MV_dou_3G_d has 1713 (1.1%) missing values | Missing |
MV_ap_Roam_d has 73850 (49.2%) missing values | Missing |
MV_ot_4G_d has 41450 (27.6%) missing values | Missing |
MV_ARPU_pstn_out_v_Traf has 1713 (1.1%) missing values | Missing |
MV_ARPU_innet_out_s_Traf has 1713 (1.1%) missing values | Missing |
MV_ARPU_mn_out_s_Traf has 1713 (1.1%) missing values | Missing |
MV_Traf_inc_s_Cnt has 1713 (1.1%) missing values | Missing |
MV_Traf_mn_out_s_Cnt has 1713 (1.1%) missing values | Missing |
MV_ARPU_innet_inc_v_Traf has 1713 (1.1%) missing values | Missing |
MV_ap_inc_v has 73850 (49.2%) missing values | Missing |
MV_Traf_R_out_s_Cnt has 1713 (1.1%) missing values | Missing |
MV_Traf_innet_inc_v_Min has 1713 (1.1%) missing values | Missing |
MV_ot_inc_v has 41450 (27.6%) missing values | Missing |
MV_ARPU_innet_out_v_Traf has 1713 (1.1%) missing values | Missing |
MV_ot_pstn_out_v has 41450 (27.6%) missing values | Missing |
MV_dou_data has 1713 (1.1%) missing values | Missing |
MV_dou_mn_out_v has 1713 (1.1%) missing values | Missing |
MV_ot_s has 41450 (27.6%) missing values | Missing |
MV_ap_pstn_out_v has 73850 (49.2%) missing values | Missing |
MV_FRAUD_BLOCK has 149998 (> 99.9%) missing values | Missing |
MV_dou_omo_out_v has 1713 (1.1%) missing values | Missing |
MV_ARPU_inc_s_Traf has 1713 (1.1%) missing values | Missing |
MV_ap_4G_d has 73850 (49.2%) missing values | Missing |
MV_ot_innet_out_v has 41450 (27.6%) missing values | Missing |
MV_dou_Roam has 1713 (1.1%) missing values | Missing |
MV_ap_mn_out_v has 73850 (49.2%) missing values | Missing |
MV_Traf_omo_out_s_Cnt has 1713 (1.1%) missing values | Missing |
MV_dou_2G_d has 1713 (1.1%) missing values | Missing |
MV_ap_Cont_v has 73850 (49.2%) missing values | Missing |
MV_Traf_pstn_inc_v_Min has 1713 (1.1%) missing values | Missing |
MV_ARPU_R_inc_v_Traf has 1713 (1.1%) missing values | Missing |
MV_ARPU_2G_d_Traf has 1713 (1.1%) missing values | Missing |
MV_ot_Other has 41450 (27.6%) missing values | Missing |
MV_Traf_ACCA_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_Traf_mn_out_v_Min has 1713 (1.1%) missing values | Missing |
MV_DOU_OT has 41450 (27.6%) missing values | Missing |
MV_SERV_Y_WO_AF has 140970 (94.0%) missing values | Missing |
MV_SERV_RLH has 149967 (> 99.9%) missing values | Missing |
MV_DOU_PPM_VF has 72366 (48.2%) missing values | Missing |
MV_DOU_Neg_Bal has 149887 (99.9%) missing values | Missing |
MV_ot_total has 41450 (27.6%) missing values | Missing |
content_clc_mea_mnt1 is highly skewed (γ1 = 24.09499558) | Skewed |
pay_max_min_mnt3 is highly skewed (γ1 = -37.75619319) | Skewed |
voice_in_roam_clc_std_mnt1 is highly skewed (γ1 = 223.6023255) | Skewed |
sms_clc_min_mnt3 is highly skewed (γ1 = 155.8747122) | Skewed |
gprs_clc_min_mnt3 is highly skewed (γ1 = 233.4564473) | Skewed |
all_roam_clc_mea_mnt1 is highly skewed (γ1 = 158.0314369) | Skewed |
voice_in_roam_clc_mea_mnt3 is highly skewed (γ1 = 46.62854082) | Skewed |
voice_in_roam_clc_mea_wk1 is highly skewed (γ1 = 273.8585401) | Skewed |
pay_p2p_in_sum_mea_wk1 is highly skewed (γ1 = 28.03140633) | Skewed |
all_clc_min_mnt3 is highly skewed (γ1 = 25.74637638) | Skewed |
pay_p2p_out_sum_std_mnt1 is highly skewed (γ1 = 26.27368728) | Skewed |
pay_sum_min_mnt3 is highly skewed (γ1 = -51.08546927) | Skewed |
vas_clc_min_mnt3 is highly skewed (γ1 = 69.54087445) | Skewed |
abon_part_min_mnt3 is highly skewed (γ1 = 275.6573763) | Skewed |
pay_p2p_out_sum_mea_mnt1 is highly skewed (γ1 = -30.8793136) | Skewed |
abon_part_min_mnt1 is highly skewed (γ1 = 138.6547523) | Skewed |
content_clc_min_mnt1 is highly skewed (γ1 = 112.4748562) | Skewed |
content_clc_min_mnt3 is highly skewed (γ1 = 202.5103475) | Skewed |
pay_p2p_out_sum_mea_mnt3 is highly skewed (γ1 = -27.24057086) | Skewed |
vas_clc_min_mnt1 is highly skewed (γ1 = 21.4214821) | Skewed |
sms_roam_clc_max_mnt3 is highly skewed (γ1 = 77.65110006) | Skewed |
pay_p2p_out_sum_max_mnt1 is highly skewed (γ1 = -201.6787383) | Skewed |
sms_roam_clc_std_mnt3 is highly skewed (γ1 = 113.0037705) | Skewed |
ama_volume_min_mnt1 is highly skewed (γ1 = 40.88342269) | Skewed |
all_roam_clc_std_mnt1 is highly skewed (γ1 = 151.6276013) | Skewed |
sms_out_cnt_min_mnt1 is highly skewed (γ1 = 26.08541584) | Skewed |
sms_roam_clc_td_mnt3 is highly skewed (γ1 = -161.1247926) | Skewed |
all_home_clc_min_mnt3 is highly skewed (γ1 = 30.21274837) | Skewed |
voice_in_roam_clc_mea_mnt1 is highly skewed (γ1 = 223.6023255) | Skewed |
all_roam_clc_mea_mnt3 is highly skewed (γ1 = 37.36240083) | Skewed |
pay_avg_min_mnt3 is highly skewed (γ1 = -53.22499018) | Skewed |
all_roam_clc_mea_wk1 is highly skewed (γ1 = 240.1285789) | Skewed |
block_all_dur_std_mnt1 is highly skewed (γ1 = 21.18792573) | Skewed |
voice_in_roam_clc_std_mnt3 is highly skewed (γ1 = 41.00335908) | Skewed |
gprs_clc_min_mnt1 is highly skewed (γ1 = 73.41092963) | Skewed |
voice_in_fix_tar_dur_min_mnt3 is highly skewed (γ1 = 45.40433055) | Skewed |
pay_p2p_out_sum_min_mnt1 is highly skewed (γ1 = -24.07007977) | Skewed |
all_roam_clc_max_mnt3 is highly skewed (γ1 = 25.87050799) | Skewed |
sms_roam_clc_mea_mnt3 is highly skewed (γ1 = 181.0673527) | Skewed |
all_roam_clc_std_mnt3 is highly skewed (γ1 = 29.64706994) | Skewed |
all_roam_clc_td_mnt3 is highly skewed (γ1 = -45.92557492) | Skewed |
ama_volume_min_mnt3 is highly skewed (γ1 = -44.3505213) | Skewed |
sms_clc_min_mnt1 is highly skewed (γ1 = 50.89857747) | Skewed |
clc_no_vas_roam_min_mnt3 is highly skewed (γ1 = 27.58837365) | Skewed |
voice_in_roam_clc_max_mnt1 is highly skewed (γ1 = 223.6023255) | Skewed |
all_roam_clc_max_mnt1 is highly skewed (γ1 = 146.5303911) | Skewed |
content_clc_std_mnt1 is highly skewed (γ1 = 25.41851379) | Skewed |
content_clc_mea_wk1 is highly skewed (γ1 = 42.6741219) | Skewed |
pay_p2p_in_sum_min_mnt1 is highly skewed (γ1 = 387.2983346) | Skewed |
pay_p2p_out_sum_mea_wk1 is highly skewed (γ1 = -47.25238948) | Skewed |
voice_in_roam_clc_td_mnt3 is highly skewed (γ1 = -36.67202272) | Skewed |
content_clc_max_mnt1 is highly skewed (γ1 = 23.85306799) | Skewed |
voice_in_roam_clc_max_mnt3 is highly skewed (γ1 = 37.50364262) | Skewed |
sms_out_cnt_min_mnt3 is highly skewed (γ1 = 64.82841666) | Skewed |
voice_out_fix_tar_dur_min_mnt3 is highly skewed (γ1 = 47.19583109) | Skewed |
device_brand_prestigio is highly skewed (γ1 = 25.30020936) | Skewed |
device_type_module is highly skewed (γ1 = 23.88236057) | Skewed |
MV_dou_Roam_v is highly skewed (γ1 = 22.68534202) | Skewed |
MV_ARPU_R_out_v_Traf is highly skewed (γ1 = 56.9130479) | Skewed |
MV_Traf_R_out_v_Min is highly skewed (γ1 = 29.06385706) | Skewed |
MV_ARPU_R_out_s_Traf is highly skewed (γ1 = 109.2006731) | Skewed |
MV_ARPU_Roam_d_Traf is highly skewed (γ1 = 49.61745665) | Skewed |
MV_ot_R_v is highly skewed (γ1 = 95.0963348) | Skewed |
MV_Traf_Other_inc_v_Min is highly skewed (γ1 = 139.281333) | Skewed |
MV_ot_Cont_v is highly skewed (γ1 = 77.63840744) | Skewed |
MV_ARPU_Cont_out_v_Traf is highly skewed (γ1 = 59.03662638) | Skewed |
MV_ot_Unkn is highly skewed (γ1 = 62.74164909) | Skewed |
MV_ot_Roam_d is highly skewed (γ1 = 127.6662631) | Skewed |
MV_Traf_R_inc_v_Min is highly skewed (γ1 = 27.05304555) | Skewed |
MV_ARPU_pstn_out_v_Traf is highly skewed (γ1 = 20.10941157) | Skewed |
MV_Traf_R_out_s_Cnt is highly skewed (γ1 = 67.96261182) | Skewed |
MV_ARPU_inc_s_Traf is highly skewed (γ1 = 273.1084681) | Skewed |
MV_ARPU_R_inc_v_Traf is highly skewed (γ1 = 42.86983541) | Skewed |
MV_ot_Other is highly skewed (γ1 = 20.82167738) | Skewed |
abon_id has unique values | Unique |
device_has_gprs is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_of_succ_m1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_drop_call_rate is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_succ_rate is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_drop_rate is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_of_recall_m1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_of_attemps_all_m1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_of_unsucc_low_balance_m1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_recall_rate is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_of_unsucc_attemp_equip_m1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bs_of_succ_but_drop_m1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Ama_rchrgmnt_sum_max_mnt1 has 150000 (100.0%) zeros | Zeros |
content_clc_mea_mnt1 has 147176 (98.1%) zeros | Zeros |
content_cnt_max_mnt1 has 2731 (1.8%) zeros | Zeros |
voice_out_short_part_max_mnt1 has 59167 (39.4%) zeros | Zeros |
voice_mts_in_nrest_part_std_mnt1 has 57354 (38.2%) zeros | Zeros |
sms_roam_clc_min_mnt1 has 150000 (100.0%) zeros | Zeros |
voice_in_cmpttrs_avg_durmin_mnt1 has 92578 (61.7%) zeros | Zeros |
com_num_part_mea_mnt1 has 22749 (15.2%) zeros | Zeros |
pay_avg_mea_mnt1 has 51682 (34.5%) zeros | Zeros |
voice_out_tar_dur_std_mnt1 has 20958 (14.0%) zeros | Zeros |
voice_out_tar_dur_min_mnt1 has 46592 (31.1%) zeros | Zeros |
gprs_clc_mea_mnt1 has 144712 (96.5%) zeros | Zeros |
pay_max_min_mnt3 has 149903 (99.9%) zeros | Zeros |
voice_in_short_part_mea_mnt3 has 36795 (24.5%) zeros | Zeros |
voice_in_roam_clc_std_mnt1 has 149997 (> 99.9%) zeros | Zeros |
conn_out_uniq_cnt_std_mnt1 has 20971 (14.0%) zeros | Zeros |
voice_mts_in_dwork_part_td_mnt3 has 10380 (6.9%) zeros | Zeros |
data_3g_tar_vol_mea_mnt3 has 40297 (26.9%) zeros | Zeros |
voice_in_fix_tar_dur_mea_mnt3 has 84304 (56.2%) zeros | Zeros |
voice_in_tar_dur_max_mnt3 has 5291 (3.5%) zeros | Zeros |
ks_num_part_td_mnt3 has 22039 (14.7%) zeros | Zeros |
data_3g_dou_mea_mnt3 has 40175 (26.8%) zeros | Zeros |
voice_mts_out_drest_partmea_mnt1 has 38438 (25.6%) zeros | Zeros |
conn_com_part_min_mnt1 has 72906 (48.6%) zeros | Zeros |
Ama_rchrgmnt_sum_mea_mnt3 has 150000 (100.0%) zeros | Zeros |
voice_mts_in_dwork_part_mea_wk1 has 31767 (21.2%) zeros | Zeros |
voice_mts_in_dwork_part_std_mnt1 has 16933 (11.3%) zeros | Zeros |
gprs_clc_std_mnt1 has 144715 (96.5%) zeros | Zeros |
conn_com_part_td_mnt3 has 12438 (8.3%) zeros | Zeros |
sms_clc_min_mnt3 has 149710 (99.8%) zeros | Zeros |
gprs_clc_mea_mnt3 has 137983 (92.0%) zeros | Zeros |
gprs_clc_min_mnt3 has 149996 (> 99.9%) zeros | Zeros |
voice_in_cmpttrs_avg_durmax_mnt3 has 19216 (12.8%) zeros | Zeros |
voice_in_tar_dur_td_mnt3 has 5295 (3.5%) zeros | Zeros |
conn_in_uniq_cnt_td_mnt3 has 5381 (3.6%) zeros | Zeros |
voice_mts_out_nrest_partmax_mnt1 has 65828 (43.9%) zeros | Zeros |
voice_in_tar_dur_std_mnt1 has 9018 (6.0%) zeros | Zeros |
voice_mts_out_dwork_partmea_wk1 has 45265 (30.2%) zeros | Zeros |
voice_out_fix_tar_dur_td_mnt3 has 110855 (73.9%) zeros | Zeros |
all_clc_mea_mnt1 has 57764 (38.5%) zeros | Zeros |
voice_out_cmpttrs_td_cnttd_mnt3 has 26545 (17.7%) zeros | Zeros |
all_roam_clc_mea_mnt1 has 149991 (> 99.9%) zeros | Zeros |
voice_in_tar_dur_std_mnt3 has 5291 (3.5%) zeros | Zeros |
voice_in_td_cnt_max_mnt3 has 5291 (3.5%) zeros | Zeros |
voice_out_fix_tar_dur_mea_wk1 has 142147 (94.8%) zeros | Zeros |
conn_com_part_std_mnt3 has 12375 (8.2%) zeros | Zeros |
voice_in_roam_clc_mea_mnt3 has 149854 (99.9%) zeros | Zeros |
pay_p2p_in_sum_max_mnt3 has 147404 (98.3%) zeros | Zeros |
content_cnt_mea_mnt1 has 2731 (1.8%) zeros | Zeros |
voice_in_roam_clc_mea_wk1 has 149998 (> 99.9%) zeros | Zeros |
com_num_part_min_mnt1 has 72906 (48.6%) zeros | Zeros |
pay_p2p_in_sum_mea_wk1 has 149682 (99.8%) zeros | Zeros |
all_home_clc_td_mnt3 has 55478 (37.0%) zeros | Zeros |
voice_out_td_cnt_mea_mnt1 has 20950 (14.0%) zeros | Zeros |
vas_clc_mea_wk1 has 129109 (86.1%) zeros | Zeros |
com_num_part_max_mnt1 has 22749 (15.2%) zeros | Zeros |
voice_mts_out_drest_partstd_mnt3 has 24952 (16.6%) zeros | Zeros |
pay_sum_td_mnt3 has 27956 (18.6%) zeros | Zeros |
pay_p2p_in_sum_std_mnt1 has 148896 (99.3%) zeros | Zeros |
conn_out_uniq_cnt_std_mnt3 has 10697 (7.1%) zeros | Zeros |
all_clc_min_mnt3 has 148601 (99.1%) zeros | Zeros |
all_roam_clc_min_mnt3 has 150000 (100.0%) zeros | Zeros |
pay_p2p_out_sum_max_mnt3 has 150000 (100.0%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_max_mnt1 has 33653 (22.4%) zeros | Zeros |
voice_mts_out_nrest_partstd_mnt3 has 45276 (30.2%) zeros | Zeros |
voice_in_td_cnt_mea_mnt3 has 5291 (3.5%) zeros | Zeros |
data_3g_dou_min_mnt3 has 120427 (80.3%) zeros | Zeros |
voice_mts_in_nrest_part_mea_wk1 has 97641 (65.1%) zeros | Zeros |
voice_in_fix_tar_dur_max_mnt1 has 107879 (71.9%) zeros | Zeros |
ks_num_part_mea_wk1 has 65957 (44.0%) zeros | Zeros |
pay_p2p_out_sum_std_mnt1 has 149389 (99.6%) zeros | Zeros |
block_all_dur_min_mnt1 has 135851 (90.6%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_max_mnt3 has 19216 (12.8%) zeros | Zeros |
pay_sum_std_mnt1 has 51239 (34.2%) zeros | Zeros |
abon_part_max_mnt3 has 116279 (77.5%) zeros | Zeros |
sms_out_cnt_std_mnt3 has 90768 (60.5%) zeros | Zeros |
sms_in_cnt_min_mnt1 has 104157 (69.4%) zeros | Zeros |
conn_in_uniq_cnt_mea_wk1 has 15250 (10.2%) zeros | Zeros |
pay_sum_min_mnt3 has 149892 (99.9%) zeros | Zeros |
ama_volume_max_mnt3 has 141359 (94.2%) zeros | Zeros |
vas_clc_min_mnt3 has 149448 (99.6%) zeros | Zeros |
voice_in_td_cnt_std_mnt1 has 9149 (6.1%) zeros | Zeros |
sms_roam_clc_max_mnt1 has 150000 (100.0%) zeros | Zeros |
all_cnt_min_mnt1 has 6856 (4.6%) zeros | Zeros |
voice_in_short_part_max_mnt1 has 69414 (46.3%) zeros | Zeros |
accum_mts_dur_std_mnt3 has 70594 (47.1%) zeros | Zeros |
data_3g_tv_cnt_mea_wk1 has 75001 (50.0%) zeros | Zeros |
voice_out_td_cnt_min_mnt1 has 46592 (31.1%) zeros | Zeros |
data_3g_tar_vol_mea_mnt1 has 52992 (35.3%) zeros | Zeros |
voice_mts_out_nrest_partmin_mnt1 has 134286 (89.5%) zeros | Zeros |
data_3g_dou_std_mnt3 has 43193 (28.8%) zeros | Zeros |
voice_in_short_part_min_mnt3 has 149090 (99.4%) zeros | Zeros |
sms_in_cnt_td_mnt3 has 17346 (11.6%) zeros | Zeros |
voice_mts_out_dwork_partstd_mnt1 has 29835 (19.9%) zeros | Zeros |
voice_out_short_part_mea_wk1 has 102476 (68.3%) zeros | Zeros |
voice_in_fix_tar_dur_mea_wk1 has 132230 (88.2%) zeros | Zeros |
block_all_dur_min_mnt3 has 135929 (90.6%) zeros | Zeros |
pay_sum_max_mnt1 has 51230 (34.2%) zeros | Zeros |
content_cnt_mea_wk1 has 12588 (8.4%) zeros | Zeros |
voice_mts_out_nwork_partstd_mnt1 has 47942 (32.0%) zeros | Zeros |
com_num_part_mea_mnt3 has 12245 (8.2%) zeros | Zeros |
conn_out_uniq_cnt_max_mnt3 has 10613 (7.1%) zeros | Zeros |
content_clc_mea_mnt3 has 145227 (96.8%) zeros | Zeros |
Ama_rchrgmnt_sum_min_mnt3 has 150000 (100.0%) zeros | Zeros |
abon_part_min_mnt3 has 149998 (> 99.9%) zeros | Zeros |
conn_out_uniq_cnt_mea_mnt3 has 10613 (7.1%) zeros | Zeros |
gprs_clc_std_mnt3 has 137983 (92.0%) zeros | Zeros |
voice_out_short_part_min_mnt1 has 137813 (91.9%) zeros | Zeros |
conn_com_part_mea_wk1 has 46323 (30.9%) zeros | Zeros |
com_num_part_max_mnt3 has 12245 (8.2%) zeros | Zeros |
voice_out_fix_tar_dur_max_mnt1 has 127524 (85.0%) zeros | Zeros |
pay_p2p_out_sum_mea_mnt1 has 149389 (99.6%) zeros | Zeros |
abon_part_min_mnt1 has 149992 (> 99.9%) zeros | Zeros |
accum_mts_dur_min_mnt1 has 124736 (83.2%) zeros | Zeros |
content_clc_min_mnt1 has 149968 (> 99.9%) zeros | Zeros |
voice_out_fix_tar_dur_std_mnt1 has 127529 (85.0%) zeros | Zeros |
voice_mts_out_nwork_partmin_mnt1 has 108249 (72.2%) zeros | Zeros |
vas_clc_max_mnt3 has 63561 (42.4%) zeros | Zeros |
sms_roam_clc_mea_wk1 has 150000 (100.0%) zeros | Zeros |
pay_avg_std_mnt1 has 51713 (34.5%) zeros | Zeros |
content_clc_min_mnt3 has 149996 (> 99.9%) zeros | Zeros |
pay_p2p_out_sum_mea_mnt3 has 148548 (99.0%) zeros | Zeros |
data_3g_tar_vol_std_mnt1 has 52992 (35.3%) zeros | Zeros |
vas_clc_min_mnt1 has 147445 (98.3%) zeros | Zeros |
sms_in_cnt_mea_mnt1 has 28267 (18.8%) zeros | Zeros |
goodok_clc_max_mnt3 has 150000 (100.0%) zeros | Zeros |
com_num_part_td_mnt3 has 12462 (8.3%) zeros | Zeros |
all_home_clc_mea_mnt3 has 55301 (36.9%) zeros | Zeros |
voice_in_short_part_max_mnt3 has 36795 (24.5%) zeros | Zeros |
pay_max_max_mnt1 has 51230 (34.2%) zeros | Zeros |
sms_clc_std_mnt1 has 122136 (81.4%) zeros | Zeros |
pay_max_mea_mnt1 has 51227 (34.2%) zeros | Zeros |
accum_mts_dur_td_mnt3 has 70652 (47.1%) zeros | Zeros |
gprs_clc_max_mnt3 has 137983 (92.0%) zeros | Zeros |
vas_clc_mea_mnt1 has 96514 (64.3%) zeros | Zeros |
all_clc_mea_mnt3 has 25921 (17.3%) zeros | Zeros |
voice_in_kievstar_part_min_mnt1 has 107367 (71.6%) zeros | Zeros |
Ama_rchrgmnt_sum_mea_wk1 has 150000 (100.0%) zeros | Zeros |
sms_in_cnt_min_mnt3 has 141682 (94.5%) zeros | Zeros |
voice_mts_in_drest_part_td_mnt3 has 16296 (10.9%) zeros | Zeros |
voice_mts_in_dwork_part_min_mnt1 has 50256 (33.5%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_mea_mnt1 has 33653 (22.4%) zeros | Zeros |
sms_roam_clc_max_mnt3 has 149939 (> 99.9%) zeros | Zeros |
pay_max_mea_mnt3 has 25610 (17.1%) zeros | Zeros |
gprs_clc_td_mnt3 has 138061 (92.0%) zeros | Zeros |
ks_num_part_std_mnt1 has 37149 (24.8%) zeros | Zeros |
voice_in_mts_avg_dur_max_mnt1 has 14018 (9.3%) zeros | Zeros |
voice_in_td_cnt_mea_mnt1 has 9017 (6.0%) zeros | Zeros |
voice_mts_in_drest_part_max_mnt3 has 16258 (10.8%) zeros | Zeros |
accum_mts_dur_max_mnt3 has 86921 (57.9%) zeros | Zeros |
pay_p2p_out_sum_max_mnt1 has 149996 (> 99.9%) zeros | Zeros |
sms_roam_clc_std_mnt3 has 149939 (> 99.9%) zeros | Zeros |
voice_out_cmpttrs_td_cntmin_mnt3 has 120988 (80.7%) zeros | Zeros |
voice_out_cmpttrs_avg_dumax_mnt1 has 42377 (28.3%) zeros | Zeros |
voice_mts_in_nrest_part_mea_mnt3 has 36476 (24.3%) zeros | Zeros |
voice_out_tar_dur_max_mnt1 has 20950 (14.0%) zeros | Zeros |
voice_mts_in_drest_part_std_mnt1 has 27025 (18.0%) zeros | Zeros |
clc_no_vas_roam_std_mnt3 has 37928 (25.3%) zeros | Zeros |
non_accum_internet_vol_mea_wk1 has 40165 (26.8%) zeros | Zeros |
voice_mts_out_nwork_partmea_mnt1 has 47941 (32.0%) zeros | Zeros |
voice_mts_in_nrest_part_min_mnt1 has 132737 (88.5%) zeros | Zeros |
data_3g_dou_td_mnt3 has 44133 (29.4%) zeros | Zeros |
voice_out_cmpttrs_avg_dustd_mnt3 has 25723 (17.1%) zeros | Zeros |
voice_in_roam_clc_min_mnt3 has 150000 (100.0%) zeros | Zeros |
ama_volume_min_mnt1 has 149924 (99.9%) zeros | Zeros |
ama_volume_td_mnt3 has 141374 (94.2%) zeros | Zeros |
voice_in_td_cnt_max_mnt1 has 9017 (6.0%) zeros | Zeros |
sms_clc_std_mnt3 has 100125 (66.8%) zeros | Zeros |
voice_in_kievstar_part_std_mnt3 has 27871 (18.6%) zeros | Zeros |
gprs_tar_vol_td_mnt3 has 44034 (29.4%) zeros | Zeros |
accum_mts_dur_mea_mnt3 has 70594 (47.1%) zeros | Zeros |
goodok_clc_std_mnt1 has 150000 (100.0%) zeros | Zeros |
voice_in_fix_tar_dur_mea_mnt1 has 107879 (71.9%) zeros | Zeros |
conn_in_uniq_cnt_max_mnt1 has 7683 (5.1%) zeros | Zeros |
pay_sum_std_mnt3 has 25610 (17.1%) zeros | Zeros |
pay_max_mea_wk1 has 120001 (80.0%) zeros | Zeros |
vas_clc_td_mnt3 has 64064 (42.7%) zeros | Zeros |
all_home_clc_mea_mnt1 has 89709 (59.8%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_std_mnt1 has 33993 (22.7%) zeros | Zeros |
accum_oth_dur_min_mnt3 has 128608 (85.7%) zeros | Zeros |
sms_in_cnt_mea_mnt3 has 16251 (10.8%) zeros | Zeros |
voice_out_short_part_mea_mnt3 has 32582 (21.7%) zeros | Zeros |
data_3g_tar_vol_std_mnt3 has 40297 (26.9%) zeros | Zeros |
sms_out_cnt_mea_mnt1 has 115713 (77.1%) zeros | Zeros |
voice_out_short_part_td_mnt3 has 32650 (21.8%) zeros | Zeros |
pay_p2p_out_sum_std_mnt3 has 148548 (99.0%) zeros | Zeros |
content_cnt_td_mnt3 has 1652 (1.1%) zeros | Zeros |
gprs_tar_vol_mea_wk1 has 90171 (60.1%) zeros | Zeros |
com_num_part_min_mnt3 has 97662 (65.1%) zeros | Zeros |
conn_out_uniq_cnt_mea_mnt1 has 19868 (13.2%) zeros | Zeros |
pay_p2p_in_sum_std_mnt3 has 147404 (98.3%) zeros | Zeros |
voice_mts_in_nwork_part_td_mnt3 has 23216 (15.5%) zeros | Zeros |
vas_clc_max_mnt1 has 96514 (64.3%) zeros | Zeros |
voice_in_cmpttrs_avg_durmea_mnt1 has 33653 (22.4%) zeros | Zeros |
voice_mts_out_nrest_partmea_mnt3 has 45276 (30.2%) zeros | Zeros |
non_accum_internet_vol_min_mnt1 has 50897 (33.9%) zeros | Zeros |
pay_sum_mea_mnt3 has 25610 (17.1%) zeros | Zeros |
Ama_rchrgmnt_sum_std_mnt1 has 150000 (100.0%) zeros | Zeros |
content_cnt_std_mnt1 has 2745 (1.8%) zeros | Zeros |
voice_out_cmpttrs_td_cntmea_mnt1 has 42377 (28.3%) zeros | Zeros |
voice_in_cmpttrs_avg_durmin_mnt3 has 116857 (77.9%) zeros | Zeros |
conn_in_uniq_cnt_min_mnt1 has 26362 (17.6%) zeros | Zeros |
voice_in_tar_dur_mea_mnt3 has 5291 (3.5%) zeros | Zeros |
conn_out_uniq_cnt_mea_wk1 has 31556 (21.0%) zeros | Zeros |
voice_out_td_cnt_max_mnt1 has 20950 (14.0%) zeros | Zeros |
voice_in_fix_tar_dur_std_mnt3 has 84304 (56.2%) zeros | Zeros |
voice_out_fix_tar_dur_mea_mnt1 has 127524 (85.0%) zeros | Zeros |
all_roam_clc_std_mnt1 has 149991 (> 99.9%) zeros | Zeros |
data_3g_tv_cnt_std_mnt3 has 40297 (26.9%) zeros | Zeros |
voice_mts_out_drest_partmin_mnt1 has 92252 (61.5%) zeros | Zeros |
voice_mts_out_dwork_partmea_mnt3 has 18920 (12.6%) zeros | Zeros |
voice_out_fix_tar_dur_min_mnt1 has 149382 (99.6%) zeros | Zeros |
pay_p2p_in_sum_mea_mnt1 has 148896 (99.3%) zeros | Zeros |
non_accum_internet_vol_std_mnt1 has 31393 (20.9%) zeros | Zeros |
voice_out_tar_dur_max_mnt3 has 11675 (7.8%) zeros | Zeros |
pay_p2p_in_sum_min_mnt3 has 150000 (100.0%) zeros | Zeros |
sms_out_cnt_min_mnt1 has 147913 (98.6%) zeros | Zeros |
voice_in_life_part_mea_mnt1 has 74955 (50.0%) zeros | Zeros |
clc_no_vas_roam_mea_mnt1 has 74032 (49.4%) zeros | Zeros |
goodok_clc_min_mnt1 has 150000 (100.0%) zeros | Zeros |
sms_roam_clc_td_mnt3 has 149939 (> 99.9%) zeros | Zeros |
voice_in_cmpttrs_avg_durmea_wk1 has 62030 (41.4%) zeros | Zeros |
voice_out_cmpttrs_td_cntmea_wk1 has 69911 (46.6%) zeros | Zeros |
voice_mts_out_dwork_parttd_mnt3 has 18991 (12.7%) zeros | Zeros |
voice_out_fix_tar_dur_max_mnt3 has 110504 (73.7%) zeros | Zeros |
voice_in_kievstar_part_td_mnt3 has 27996 (18.7%) zeros | Zeros |
voice_mts_in_drest_part_mea_wk1 has 53123 (35.4%) zeros | Zeros |
data_3g_dou_mea_wk1 has 74126 (49.4%) zeros | Zeros |
voice_out_short_part_std_mnt3 has 32582 (21.7%) zeros | Zeros |
voice_out_tar_dur_mea_wk1 has 32341 (21.6%) zeros | Zeros |
voice_mts_out_nrest_parttd_mnt3 has 45294 (30.2%) zeros | Zeros |
voice_mts_in_dwork_part_mea_mnt1 has 16814 (11.2%) zeros | Zeros |
voice_in_kievstar_part_max_mnt3 has 27831 (18.6%) zeros | Zeros |
clc_no_vas_roam_max_mnt3 has 37927 (25.3%) zeros | Zeros |
data_3g_tar_vol_min_mnt3 has 119881 (79.9%) zeros | Zeros |
data_3g_dou_max_mnt1 has 52766 (35.2%) zeros | Zeros |
gprs_clc_mea_wk1 has 148328 (98.9%) zeros | Zeros |
gprs_tar_vol_min_mnt1 has 116914 (77.9%) zeros | Zeros |
clc_no_vas_roam_mea_mnt3 has 37927 (25.3%) zeros | Zeros |
data_3g_dou_max_mnt3 has 40175 (26.8%) zeros | Zeros |
voice_mts_in_nrest_part_max_mnt3 has 36476 (24.3%) zeros | Zeros |
voice_in_kievstar_part_std_mnt1 has 45571 (30.4%) zeros | Zeros |
voice_in_mts_avg_dur_min_mnt1 has 40085 (26.7%) zeros | Zeros |
data_3g_tv_cnt_std_mnt1 has 53053 (35.4%) zeros | Zeros |
all_home_clc_min_mnt3 has 148972 (99.3%) zeros | Zeros |
all_clc_mea_wk1 has 110440 (73.6%) zeros | Zeros |
all_clc_max_mnt1 has 57764 (38.5%) zeros | Zeros |
voice_in_roam_clc_mea_mnt1 has 149997 (> 99.9%) zeros | Zeros |
conn_in_uniq_cnt_max_mnt3 has 4419 (2.9%) zeros | Zeros |
voice_out_cmpttrs_avg_dustd_mnt1 has 42858 (28.6%) zeros | Zeros |
gprs_clc_max_mnt1 has 144712 (96.5%) zeros | Zeros |
conn_out_uniq_cnt_td_mnt3 has 11430 (7.6%) zeros | Zeros |
all_clc_min_mnt1 has 144046 (96.0%) zeros | Zeros |
all_roam_clc_mea_mnt3 has 149643 (99.8%) zeros | Zeros |
voice_in_tar_dur_mea_mnt1 has 9017 (6.0%) zeros | Zeros |
voice_mts_in_nwork_part_min_mnt1 has 102829 (68.6%) zeros | Zeros |
sms_out_cnt_mea_wk1 has 136875 (91.2%) zeros | Zeros |
pay_avg_min_mnt3 has 149897 (99.9%) zeros | Zeros |
all_roam_clc_mea_wk1 has 149997 (> 99.9%) zeros | Zeros |
clc_no_vas_roam_min_mnt1 has 147299 (98.2%) zeros | Zeros |
conn_out_uniq_cnt_min_mnt1 has 46017 (30.7%) zeros | Zeros |
ks_num_part_min_mnt3 has 118063 (78.7%) zeros | Zeros |
sms_roam_clc_mea_mnt1 has 150000 (100.0%) zeros | Zeros |
content_clc_td_mnt3 has 145658 (97.1%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_std_mnt3 has 19217 (12.8%) zeros | Zeros |
goodok_clc_mea_wk1 has 150000 (100.0%) zeros | Zeros |
voice_mts_out_nwork_partmax_mnt3 has 32537 (21.7%) zeros | Zeros |
ks_num_part_mea_mnt1 has 36888 (24.6%) zeros | Zeros |
voice_mts_in_nrest_part_mea_mnt1 has 57354 (38.2%) zeros | Zeros |
voice_out_short_part_max_mnt3 has 32582 (21.7%) zeros | Zeros |
voice_mts_in_nrest_part_td_mnt3 has 36481 (24.3%) zeros | Zeros |
voice_out_cmpttrs_td_cntstd_mnt1 has 42613 (28.4%) zeros | Zeros |
accum_oth_dur_mea_mnt3 has 59278 (39.5%) zeros | Zeros |
voice_mts_out_dwork_partmin_mnt1 has 63592 (42.4%) zeros | Zeros |
conn_in_uniq_cnt_min_mnt3 has 42464 (28.3%) zeros | Zeros |
data_3g_tv_cnt_max_mnt1 has 52992 (35.3%) zeros | Zeros |
voice_in_fix_tar_dur_td_mnt3 has 84352 (56.2%) zeros | Zeros |
num_act_days_std_mnt3 has 70869 (47.2%) zeros | Zeros |
pay_p2p_in_sum_mea_mnt3 has 147404 (98.3%) zeros | Zeros |
pay_p2p_in_sum_max_mnt1 has 148896 (99.3%) zeros | Zeros |
voice_mts_in_nwork_part_max_mnt1 has 37180 (24.8%) zeros | Zeros |
goodok_clc_td_mnt3 has 150000 (100.0%) zeros | Zeros |
num_act_days_td_mnt3 has 71735 (47.8%) zeros | Zeros |
ks_num_part_min_mnt1 has 95031 (63.4%) zeros | Zeros |
all_home_clc_min_mnt1 has 145568 (97.0%) zeros | Zeros |
block_all_dur_std_mnt1 has 149585 (99.7%) zeros | Zeros |
voice_out_td_cnt_mea_wk1 has 32341 (21.6%) zeros | Zeros |
ama_volume_std_mnt1 has 145341 (96.9%) zeros | Zeros |
voice_in_roam_clc_std_mnt3 has 149854 (99.9%) zeros | Zeros |
all_clc_td_mnt3 has 26507 (17.7%) zeros | Zeros |
num_act_days_mea_wk1 has 2530 (1.7%) zeros | Zeros |
data_3g_tar_vol_td_mnt3 has 40300 (26.9%) zeros | Zeros |
data_3g_dou_min_mnt1 has 98223 (65.5%) zeros | Zeros |
clc_no_vas_roam_std_mnt1 has 74073 (49.4%) zeros | Zeros |
all_home_clc_max_mnt1 has 89709 (59.8%) zeros | Zeros |
voice_in_fix_tar_dur_std_mnt1 has 107880 (71.9%) zeros | Zeros |
voice_in_cmpttrs_avg_durstd_mnt1 has 33653 (22.4%) zeros | Zeros |
voice_out_td_cnt_mea_mnt3 has 11675 (7.8%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_td_mnt3 has 20249 (13.5%) zeros | Zeros |
goodok_clc_mea_mnt1 has 150000 (100.0%) zeros | Zeros |
abon_part_mea_wk1 has 144184 (96.1%) zeros | Zeros |
clc_no_vas_roam_td_mnt3 has 38882 (25.9%) zeros | Zeros |
conn_in_uniq_cnt_std_mnt3 has 4512 (3.0%) zeros | Zeros |
non_accum_internet_vol_max_mnt1 has 31464 (21.0%) zeros | Zeros |
conn_out_uniq_cnt_min_mnt3 has 64537 (43.0%) zeros | Zeros |
gprs_clc_min_mnt1 has 149954 (> 99.9%) zeros | Zeros |
voice_mts_in_drest_part_mea_mnt1 has 27024 (18.0%) zeros | Zeros |
sms_out_cnt_max_mnt1 has 115713 (77.1%) zeros | Zeros |
voice_in_fix_tar_dur_min_mnt3 has 149780 (99.9%) zeros | Zeros |
pay_sum_min_mnt1 has 149271 (99.5%) zeros | Zeros |
abon_part_std_mnt3 has 116279 (77.5%) zeros | Zeros |
all_home_clc_std_mnt3 has 55304 (36.9%) zeros | Zeros |
all_home_clc_mea_wk1 has 123887 (82.6%) zeros | Zeros |
voice_mts_out_nrest_partmax_mnt3 has 45276 (30.2%) zeros | Zeros |
sms_out_cnt_td_mnt3 has 91489 (61.0%) zeros | Zeros |
ama_volume_mea_mnt3 has 141356 (94.2%) zeros | Zeros |
voice_in_mts_avg_dur_mea_mnt3 has 8647 (5.8%) zeros | Zeros |
pay_p2p_out_sum_min_mnt1 has 149389 (99.6%) zeros | Zeros |
voice_out_tar_dur_td_mnt3 has 11791 (7.9%) zeros | Zeros |
voice_mts_out_nwork_partmax_mnt1 has 47941 (32.0%) zeros | Zeros |
voice_out_cmpttrs_avg_dumea_mnt3 has 25720 (17.1%) zeros | Zeros |
voice_mts_out_drest_partmax_mnt3 has 24952 (16.6%) zeros | Zeros |
voice_in_short_part_min_mnt1 has 144286 (96.2%) zeros | Zeros |
voice_mts_out_drest_partmea_mnt3 has 24952 (16.6%) zeros | Zeros |
voice_mts_in_drest_part_min_mnt3 has 107163 (71.4%) zeros | Zeros |
sms_out_cnt_mea_mnt3 has 90768 (60.5%) zeros | Zeros |
voice_mts_out_dwork_partmax_mnt3 has 18920 (12.6%) zeros | Zeros |
ks_num_part_std_mnt3 has 21882 (14.6%) zeros | Zeros |
pay_avg_max_mnt3 has 25969 (17.3%) zeros | Zeros |
sms_clc_max_mnt3 has 100124 (66.7%) zeros | Zeros |
sms_clc_td_mnt3 has 100298 (66.9%) zeros | Zeros |
voice_mts_out_drest_partmax_mnt1 has 38438 (25.6%) zeros | Zeros |
num_act_days_std_mnt1 has 96635 (64.4%) zeros | Zeros |
all_cnt_min_mnt3 has 14910 (9.9%) zeros | Zeros |
voice_in_mts_avg_dur_std_mnt1 has 14026 (9.4%) zeros | Zeros |
all_roam_clc_max_mnt3 has 149643 (99.8%) zeros | Zeros |
voice_out_td_cnt_td_mnt3 has 11957 (8.0%) zeros | Zeros |
sms_clc_mea_wk1 has 139667 (93.1%) zeros | Zeros |
sms_roam_clc_std_mnt1 has 150000 (100.0%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_min_mnt1 has 92578 (61.7%) zeros | Zeros |
clc_no_vas_roam_mea_wk1 has 121654 (81.1%) zeros | Zeros |
voice_mts_out_drest_partmea_wk1 has 63164 (42.1%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_mea_mnt3 has 19216 (12.8%) zeros | Zeros |
voice_out_cmpttrs_avg_dumea_wk1 has 69911 (46.6%) zeros | Zeros |
accum_oth_dur_max_mnt3 has 62946 (42.0%) zeros | Zeros |
sms_roam_clc_mea_mnt3 has 149939 (> 99.9%) zeros | Zeros |
gprs_tar_vol_std_mnt3 has 43991 (29.3%) zeros | Zeros |
voice_out_tar_dur_min_mnt3 has 65111 (43.4%) zeros | Zeros |
all_roam_clc_std_mnt3 has 149643 (99.8%) zeros | Zeros |
voice_in_tar_dur_min_mnt1 has 29237 (19.5%) zeros | Zeros |
pay_avg_td_mnt3 has 28267 (18.8%) zeros | Zeros |
voice_mts_out_dwork_partmax_mnt1 has 29717 (19.8%) zeros | Zeros |
accum_oth_dur_mea_mnt1 has 80227 (53.5%) zeros | Zeros |
ama_volume_mea_mnt1 has 145340 (96.9%) zeros | Zeros |
voice_mts_out_dwork_partstd_mnt3 has 18921 (12.6%) zeros | Zeros |
voice_mts_in_drest_part_min_mnt1 has 84309 (56.2%) zeros | Zeros |
voice_mts_out_drest_partstd_mnt1 has 38439 (25.6%) zeros | Zeros |
voice_mts_out_nwork_partmin_mnt3 has 131926 (88.0%) zeros | Zeros |
voice_out_short_part_min_mnt3 has 147616 (98.4%) zeros | Zeros |
accum_mts_dur_min_mnt3 has 118329 (78.9%) zeros | Zeros |
conn_com_part_min_mnt3 has 97662 (65.1%) zeros | Zeros |
content_clc_std_mnt3 has 145227 (96.8%) zeros | Zeros |
all_roam_clc_td_mnt3 has 149643 (99.8%) zeros | Zeros |
voice_in_td_cnt_std_mnt3 has 5291 (3.5%) zeros | Zeros |
goodok_clc_min_mnt3 has 150000 (100.0%) zeros | Zeros |
voice_in_life_part_min_mnt3 has 139671 (93.1%) zeros | Zeros |
sms_in_cnt_max_mnt3 has 16251 (10.8%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_min_mnt3 has 116029 (77.4%) zeros | Zeros |
accum_oth_dur_min_mnt1 has 116973 (78.0%) zeros | Zeros |
voice_out_td_cnt_min_mnt3 has 65111 (43.4%) zeros | Zeros |
gprs_tar_vol_min_mnt3 has 134988 (90.0%) zeros | Zeros |
voice_mts_out_dwork_partmin_mnt3 has 84736 (56.5%) zeros | Zeros |
content_cnt_min_mnt1 has 52215 (34.8%) zeros | Zeros |
voice_mts_in_nwork_part_max_mnt3 has 23206 (15.5%) zeros | Zeros |
pay_max_std_mnt3 has 25612 (17.1%) zeros | Zeros |
all_clc_std_mnt1 has 57817 (38.5%) zeros | Zeros |
data_3g_tv_cnt_min_mnt1 has 99139 (66.1%) zeros | Zeros |
non_accum_internet_vol_td_mnt3 has 24895 (16.6%) zeros | Zeros |
data_3g_tv_cnt_mea_mnt3 has 40297 (26.9%) zeros | Zeros |
ama_volume_min_mnt3 has 149986 (> 99.9%) zeros | Zeros |
ks_num_part_max_mnt1 has 36888 (24.6%) zeros | Zeros |
voice_out_cmpttrs_avg_dutd_mnt3 has 26046 (17.4%) zeros | Zeros |
data_3g_tar_vol_mea_wk1 has 75001 (50.0%) zeros | Zeros |
voice_out_cmpttrs_avg_dumax_mnt3 has 25720 (17.1%) zeros | Zeros |
voice_mts_in_nrest_part_max_mnt1 has 57354 (38.2%) zeros | Zeros |
voice_mts_in_nrest_part_std_mnt3 has 36476 (24.3%) zeros | Zeros |
sms_roam_clc_min_mnt3 has 150000 (100.0%) zeros | Zeros |
sms_clc_min_mnt1 has 148614 (99.1%) zeros | Zeros |
voice_mts_in_nrest_part_min_mnt3 has 145965 (97.3%) zeros | Zeros |
voice_in_kievstar_part_max_mnt1 has 45146 (30.1%) zeros | Zeros |
all_clc_max_mnt3 has 25921 (17.3%) zeros | Zeros |
conn_in_uniq_cnt_mea_mnt1 has 7683 (5.1%) zeros | Zeros |
clc_no_vas_roam_min_mnt3 has 149364 (99.6%) zeros | Zeros |
Ama_rchrgmnt_sum_std_mnt3 has 150000 (100.0%) zeros | Zeros |
voice_in_short_part_mea_wk1 has 113660 (75.8%) zeros | Zeros |
accum_mts_dur_mea_mnt1 has 102621 (68.4%) zeros | Zeros |
voice_mts_in_nwork_part_min_mnt3 has 129095 (86.1%) zeros | Zeros |
ks_num_part_mea_mnt3 has 21859 (14.6%) zeros | Zeros |
conn_in_uniq_cnt_std_mnt1 has 9493 (6.3%) zeros | Zeros |
voice_in_cmpttrs_avg_durmea_mnt3 has 19216 (12.8%) zeros | Zeros |
vas_clc_std_mnt3 has 63562 (42.4%) zeros | Zeros |
voice_in_kievstar_part_min_mnt3 has 129084 (86.1%) zeros | Zeros |
voice_mts_in_nwork_part_std_mnt1 has 37181 (24.8%) zeros | Zeros |
voice_mts_in_dwork_part_min_mnt3 has 70356 (46.9%) zeros | Zeros |
gprs_tar_vol_std_mnt1 has 62171 (41.4%) zeros | Zeros |
voice_out_fix_tar_dur_std_mnt3 has 110504 (73.7%) zeros | Zeros |
voice_mts_out_nwork_partmea_mnt3 has 32537 (21.7%) zeros | Zeros |
voice_in_mts_avg_dur_std_mnt3 has 8647 (5.8%) zeros | Zeros |
block_all_dur_mea_wk1 has 135821 (90.5%) zeros | Zeros |
voice_in_life_part_mea_wk1 has 103872 (69.2%) zeros | Zeros |
sms_in_cnt_mea_wk1 has 65022 (43.3%) zeros | Zeros |
voice_in_kievstar_part_mea_mnt3 has 27831 (18.6%) zeros | Zeros |
voice_mts_out_nrest_partstd_mnt1 has 65828 (43.9%) zeros | Zeros |
content_clc_max_mnt3 has 145227 (96.8%) zeros | Zeros |
gprs_tar_vol_mea_mnt1 has 62151 (41.4%) zeros | Zeros |
pay_p2p_in_sum_td_mnt3 has 147417 (98.3%) zeros | Zeros |
voice_out_td_cnt_std_mnt1 has 21035 (14.0%) zeros | Zeros |
voice_mts_in_drest_part_mea_mnt3 has 16258 (10.8%) zeros | Zeros |
voice_in_roam_clc_max_mnt1 has 149997 (> 99.9%) zeros | Zeros |
data_3g_tv_cnt_mea_mnt1 has 52992 (35.3%) zeros | Zeros |
pay_p2p_out_sum_min_mnt3 has 148548 (99.0%) zeros | Zeros |
voice_in_cmpttrs_td_cnt_mea_wk1 has 62030 (41.4%) zeros | Zeros |
accum_oth_dur_std_mnt3 has 59278 (39.5%) zeros | Zeros |
ama_volume_mea_wk1 has 148355 (98.9%) zeros | Zeros |
voice_mts_in_dwork_part_max_mnt1 has 16814 (11.2%) zeros | Zeros |
num_act_days_min_mnt3 has 20708 (13.8%) zeros | Zeros |
pay_avg_mea_wk1 has 120146 (80.1%) zeros | Zeros |
data_3g_tv_cnt_max_mnt3 has 40297 (26.9%) zeros | Zeros |
all_roam_clc_max_mnt1 has 149991 (> 99.9%) zeros | Zeros |
voice_mts_in_dwork_part_std_mnt3 has 10291 (6.9%) zeros | Zeros |
voice_mts_out_nwork_parttd_mnt3 has 32560 (21.7%) zeros | Zeros |
data_3g_dou_mea_mnt1 has 52766 (35.2%) zeros | Zeros |
non_accum_internet_vol_std_mnt3 has 24878 (16.6%) zeros | Zeros |
content_clc_std_mnt1 has 147179 (98.1%) zeros | Zeros |
content_clc_mea_wk1 has 149645 (99.8%) zeros | Zeros |
pay_p2p_in_sum_min_mnt1 has 149999 (> 99.9%) zeros | Zeros |
conn_com_part_mea_mnt3 has 12245 (8.2%) zeros | Zeros |
voice_in_life_part_td_mnt3 has 51678 (34.5%) zeros | Zeros |
pay_avg_std_mnt3 has 25969 (17.3%) zeros | Zeros |
voice_in_roam_clc_min_mnt1 has 150000 (100.0%) zeros | Zeros |
voice_out_cmpttrs_td_cntmax_mnt1 has 42377 (28.3%) zeros | Zeros |
voice_in_short_part_mea_mnt1 has 69414 (46.3%) zeros | Zeros |
voice_in_tar_dur_min_mnt3 has 44827 (29.9%) zeros | Zeros |
gprs_tar_vol_max_mnt3 has 43990 (29.3%) zeros | Zeros |
vas_clc_mea_mnt3 has 63561 (42.4%) zeros | Zeros |
voice_out_cmpttrs_td_cntmin_mnt1 has 98250 (65.5%) zeros | Zeros |
data_3g_tar_vol_max_mnt3 has 40297 (26.9%) zeros | Zeros |
non_accum_internet_vol_min_mnt3 has 68829 (45.9%) zeros | Zeros |
gprs_tar_vol_max_mnt1 has 62151 (41.4%) zeros | Zeros |
conn_com_part_std_mnt1 has 23542 (15.7%) zeros | Zeros |
voice_out_td_cnt_std_mnt3 has 11677 (7.8%) zeros | Zeros |
voice_in_mts_avg_dur_td_mnt3 has 8651 (5.8%) zeros | Zeros |
voice_out_cmpttrs_avg_dumea_mnt1 has 42377 (28.3%) zeros | Zeros |
Ama_rchrgmnt_sum_max_mnt3 has 150000 (100.0%) zeros | Zeros |
voice_out_cmpttrs_td_cntmea_mnt3 has 25720 (17.1%) zeros | Zeros |
pay_p2p_out_sum_mea_wk1 has 149820 (99.9%) zeros | Zeros |
com_num_part_mea_wk1 has 46323 (30.9%) zeros | Zeros |
gprs_tar_vol_mea_mnt3 has 43990 (29.3%) zeros | Zeros |
conn_in_uniq_cnt_mea_mnt3 has 4419 (2.9%) zeros | Zeros |
voice_mts_out_nrest_partmea_wk1 has 102428 (68.3%) zeros | Zeros |
voice_in_fix_tar_dur_min_mnt1 has 148185 (98.8%) zeros | Zeros |
voice_in_short_part_std_mnt3 has 36795 (24.5%) zeros | Zeros |
accum_oth_dur_std_mnt1 has 80237 (53.5%) zeros | Zeros |
accum_mts_dur_max_mnt1 has 113330 (75.6%) zeros | Zeros |
data_3g_tar_vol_min_mnt1 has 99139 (66.1%) zeros | Zeros |
voice_out_cmpttrs_td_cntmax_mnt3 has 25720 (17.1%) zeros | Zeros |
voice_in_mts_avg_dur_mea_mnt1 has 14018 (9.3%) zeros | Zeros |
abon_part_mea_mnt1 has 131290 (87.5%) zeros | Zeros |
vas_clc_std_mnt1 has 96579 (64.4%) zeros | Zeros |
data_3g_tv_cnt_min_mnt3 has 119881 (79.9%) zeros | Zeros |
pay_avg_mea_mnt3 has 25968 (17.3%) zeros | Zeros |
abon_part_mea_mnt3 has 116279 (77.5%) zeros | Zeros |
ks_num_part_max_mnt3 has 21859 (14.6%) zeros | Zeros |
voice_in_mts_avg_dur_max_mnt3 has 8647 (5.8%) zeros | Zeros |
conn_com_part_max_mnt1 has 22749 (15.2%) zeros | Zeros |
voice_in_life_part_std_mnt3 has 51609 (34.4%) zeros | Zeros |
goodok_clc_mea_mnt3 has 150000 (100.0%) zeros | Zeros |
block_all_dur_mea_mnt3 has 128436 (85.6%) zeros | Zeros |
voice_in_short_part_std_mnt1 has 69415 (46.3%) zeros | Zeros |
accum_mts_dur_std_mnt1 has 102638 (68.4%) zeros | Zeros |
sms_clc_mea_mnt1 has 122045 (81.4%) zeros | Zeros |
goodok_clc_max_mnt1 has 150000 (100.0%) zeros | Zeros |
accum_mts_dur_mea_wk1 has 123996 (82.7%) zeros | Zeros |
abon_part_max_mnt1 has 131290 (87.5%) zeros | Zeros |
pay_avg_max_mnt1 has 51685 (34.5%) zeros | Zeros |
voice_in_cmpttrs_avg_durtd_mnt3 has 19225 (12.8%) zeros | Zeros |
all_home_clc_max_mnt3 has 55301 (36.9%) zeros | Zeros |
block_all_dur_max_mnt3 has 128436 (85.6%) zeros | Zeros |
voice_in_kievstar_part_mea_mnt1 has 45146 (30.1%) zeros | Zeros |
voice_mts_in_dwork_part_mea_mnt3 has 10284 (6.9%) zeros | Zeros |
clc_no_vas_roam_max_mnt1 has 74032 (49.4%) zeros | Zeros |
voice_out_fix_tar_dur_mea_mnt3 has 110504 (73.7%) zeros | Zeros |
Ama_rchrgmnt_sum_td_mnt3 has 150000 (100.0%) zeros | Zeros |
voice_in_tar_dur_max_mnt1 has 9017 (6.0%) zeros | Zeros |
sms_out_cnt_max_mnt3 has 90768 (60.5%) zeros | Zeros |
data_3g_tar_vol_max_mnt1 has 52992 (35.3%) zeros | Zeros |
abon_part_std_mnt1 has 131293 (87.5%) zeros | Zeros |
pay_max_max_mnt3 has 25611 (17.1%) zeros | Zeros |
voice_in_life_part_std_mnt1 has 75011 (50.0%) zeros | Zeros |
non_accum_internet_vol_max_mnt3 has 24910 (16.6%) zeros | Zeros |
voice_in_cmpttrs_avg_durmax_mnt1 has 33653 (22.4%) zeros | Zeros |
voice_in_td_cnt_td_mnt3 has 5647 (3.8%) zeros | Zeros |
accum_oth_dur_mea_wk1 has 101136 (67.4%) zeros | Zeros |
voice_in_life_part_max_mnt1 has 74955 (50.0%) zeros | Zeros |
Ama_rchrgmnt_sum_mea_mnt1 has 150000 (100.0%) zeros | Zeros |
block_all_dur_mea_mnt1 has 135491 (90.3%) zeros | Zeros |
all_clc_std_mnt3 has 25923 (17.3%) zeros | Zeros |
voice_in_kievstar_part_mea_wk1 has 76324 (50.9%) zeros | Zeros |
voice_in_life_part_max_mnt3 has 51602 (34.4%) zeros | Zeros |
block_all_dur_td_mnt3 has 142433 (95.0%) zeros | Zeros |
voice_mts_in_nwork_part_mea_mnt1 has 37180 (24.8%) zeros | Zeros |
voice_out_short_part_std_mnt1 has 59169 (39.4%) zeros | Zeros |
voice_in_tar_dur_mea_wk1 has 17343 (11.6%) zeros | Zeros |
all_cnt_mea_wk1 has 2433 (1.6%) zeros | Zeros |
voice_mts_out_drest_parttd_mnt3 has 24991 (16.7%) zeros | Zeros |
voice_in_roam_clc_td_mnt3 has 149854 (99.9%) zeros | Zeros |
voice_mts_in_nwork_part_mea_wk1 has 69279 (46.2%) zeros | Zeros |
voice_in_life_part_min_mnt1 has 128299 (85.5%) zeros | Zeros |
voice_mts_in_dwork_part_max_mnt3 has 10284 (6.9%) zeros | Zeros |
accum_oth_dur_td_mnt3 has 59354 (39.6%) zeros | Zeros |
voice_mts_out_dwork_partmea_mnt1 has 29717 (19.8%) zeros | Zeros |
content_cnt_min_mnt3 has 94809 (63.2%) zeros | Zeros |
data_3g_tv_cnt_td_mnt3 has 40635 (27.1%) zeros | Zeros |
voice_in_mts_avg_dur_mea_wk1 has 25488 (17.0%) zeros | Zeros |
voice_mts_in_drest_part_max_mnt1 has 27024 (18.0%) zeros | Zeros |
pay_avg_min_mnt1 has 149277 (99.5%) zeros | Zeros |
conn_out_uniq_cnt_max_mnt1 has 19868 (13.2%) zeros | Zeros |
voice_mts_out_nwork_partmea_wk1 has 77801 (51.9%) zeros | Zeros |
voice_out_tar_dur_mea_mnt3 has 11675 (7.8%) zeros | Zeros |
sms_out_cnt_std_mnt1 has 115736 (77.2%) zeros | Zeros |
non_accum_internet_vol_mea_mnt1 has 31385 (20.9%) zeros | Zeros |
voice_in_td_cnt_min_mnt3 has 44827 (29.9%) zeros | Zeros |
voice_in_td_cnt_min_mnt1 has 29237 (19.5%) zeros | Zeros |
Ama_rchrgmnt_sum_min_mnt1 has 150000 (100.0%) zeros | Zeros |
content_clc_max_mnt1 has 147176 (98.1%) zeros | Zeros |
num_act_days_min_mnt1 has 7076 (4.7%) zeros | Zeros |
sms_in_cnt_max_mnt1 has 28267 (18.8%) zeros | Zeros |
voice_in_roam_clc_max_mnt3 has 149854 (99.9%) zeros | Zeros |
pay_sum_mea_wk1 has 120001 (80.0%) zeros | Zeros |
voice_mts_out_nwork_partstd_mnt3 has 32537 (21.7%) zeros | Zeros |
voice_mts_in_nwork_part_std_mnt3 has 23206 (15.5%) zeros | Zeros |
sms_out_cnt_min_mnt3 has 149477 (99.7%) zeros | Zeros |
pay_max_std_mnt1 has 51277 (34.2%) zeros | Zeros |
voice_out_td_cnt_max_mnt3 has 11675 (7.8%) zeros | Zeros |
pay_max_min_mnt1 has 149271 (99.5%) zeros | Zeros |
pay_sum_max_mnt3 has 25611 (17.1%) zeros | Zeros |
voice_out_cmpttrs_td_cntstd_mnt3 has 25721 (17.1%) zeros | Zeros |
voice_in_td_cnt_mea_wk1 has 17343 (11.6%) zeros | Zeros |
goodok_clc_std_mnt3 has 150000 (100.0%) zeros | Zeros |
voice_in_mts_avg_dur_min_mnt3 has 58517 (39.0%) zeros | Zeros |
voice_mts_out_nrest_partmea_mnt1 has 65828 (43.9%) zeros | Zeros |
voice_in_fix_tar_dur_max_mnt3 has 84304 (56.2%) zeros | Zeros |
abon_part_td_mnt3 has 116580 (77.7%) zeros | Zeros |
all_home_clc_std_mnt1 has 89785 (59.9%) zeros | Zeros |
voice_out_fix_tar_dur_min_mnt3 has 149897 (99.9%) zeros | Zeros |
block_all_dur_std_mnt3 has 142433 (95.0%) zeros | Zeros |
com_num_part_std_mnt1 has 23307 (15.5%) zeros | Zeros |
voice_mts_in_nwork_part_mea_mnt3 has 23206 (15.5%) zeros | Zeros |
sms_in_cnt_std_mnt1 has 28663 (19.1%) zeros | Zeros |
voice_mts_out_drest_partmin_mnt3 has 114055 (76.0%) zeros | Zeros |
non_accum_internet_vol_mea_mnt3 has 24878 (16.6%) zeros | Zeros |
accum_oth_dur_max_mnt1 has 83172 (55.4%) zeros | Zeros |
pay_p2p_out_sum_td_mnt3 has 148549 (99.0%) zeros | Zeros |
voice_out_tar_dur_std_mnt3 has 11675 (7.8%) zeros | Zeros |
data_3g_dou_std_mnt1 has 60234 (40.2%) zeros | Zeros |
voice_mts_in_drest_part_std_mnt3 has 16258 (10.8%) zeros | Zeros |
block_all_dur_max_mnt1 has 135491 (90.3%) zeros | Zeros |
voice_in_life_part_mea_mnt3 has 51602 (34.4%) zeros | Zeros |
pay_sum_mea_mnt1 has 51227 (34.2%) zeros | Zeros |
voice_out_short_part_mea_mnt1 has 59167 (39.4%) zeros | Zeros |
ama_volume_max_mnt1 has 145342 (96.9%) zeros | Zeros |
pay_max_td_mnt3 has 28097 (18.7%) zeros | Zeros |
voice_in_short_part_td_mnt3 has 36866 (24.6%) zeros | Zeros |
ama_volume_std_mnt3 has 141356 (94.2%) zeros | Zeros |
conn_com_part_mea_mnt1 has 22749 (15.2%) zeros | Zeros |
voice_in_cmpttrs_avg_durstd_mnt3 has 19216 (12.8%) zeros | Zeros |
voice_out_cmpttrs_avg_dumin_mnt3 has 122146 (81.4%) zeros | Zeros |
sms_in_cnt_std_mnt3 has 16255 (10.8%) zeros | Zeros |
voice_out_tar_dur_mea_mnt1 has 20950 (14.0%) zeros | Zeros |
conn_com_part_max_mnt3 has 12245 (8.2%) zeros | Zeros |
all_roam_clc_min_mnt1 has 150000 (100.0%) zeros | Zeros |
sms_clc_mea_mnt3 has 100124 (66.7%) zeros | Zeros |
com_num_part_std_mnt3 has 12297 (8.2%) zeros | Zeros |
voice_out_cmpttrs_avg_dumin_mnt1 has 98250 (65.5%) zeros | Zeros |
voice_mts_out_nrest_partmin_mnt3 has 146262 (97.5%) zeros | Zeros |
sms_clc_max_mnt1 has 122045 (81.4%) zeros | Zeros |
days_of_last_ppm has 3926 (2.6%) zeros | Zeros |
active_ppm has 35207 (23.5%) zeros | Zeros |
DNZ_MIN_days_closed_loan_year2 has 4150 (2.8%) zeros | Zeros |
DNZ_MIN_days_closed_loan_year5 has 4915 (3.3%) zeros | Zeros |
DNZ_COUNT_open_loan_year2 has 12747 (8.5%) zeros | Zeros |
DNZ_COUNT_open_loan_year5 has 15271 (10.2%) zeros | Zeros |
loc_is_obl_center has 95834 (63.9%) zeros | Zeros |
device_sim_count has 9322 (6.2%) zeros | Zeros |
device_has_wifi has 32658 (21.8%) zeros | Zeros |
device_brand_nan has 140442 (93.6%) zeros | Zeros |
device_type_tablet has 141711 (94.5%) zeros | Zeros |
device_brand_xiaomi has 102548 (68.4%) zeros | Zeros |
device_brand_meizu has 140842 (93.9%) zeros | Zeros |
device_has_lte has 31133 (20.8%) zeros | Zeros |
device_brand_lg has 142071 (94.7%) zeros | Zeros |
device_brand_samsung has 109567 (73.0%) zeros | Zeros |
device_brand_other has 2323 (1.5%) zeros | Zeros |
device_type_nan has 139926 (93.3%) zeros | Zeros |
device_type_smartphone has 25579 (17.1%) zeros | Zeros |
device_type_rus_other has 2323 (1.5%) zeros | Zeros |
device_brand_huawei has 134449 (89.6%) zeros | Zeros |
device_brand_apple has 127618 (85.1%) zeros | Zeros |
device_width_mm has 17906 (11.9%) zeros | Zeros |
device_brand_prestigio has 142543 (95.0%) zeros | Zeros |
device_type_module has 142516 (95.0%) zeros | Zeros |
device_android_version has 1713 (1.1%) zeros | Zeros |
device_brand_nokia has 131925 (87.9%) zeros | Zeros |
device_type_modem has 141997 (94.7%) zeros | Zeros |
device_height_mm has 17906 (11.9%) zeros | Zeros |
device_brand_sony has 142280 (94.9%) zeros | Zeros |
device_brand_lenovo has 141453 (94.3%) zeros | Zeros |
device_type_phone has 122308 (81.5%) zeros | Zeros |
std_paym_6_month has 12022 (8.0%) zeros | Zeros |
is_max_paym has 65694 (43.8%) zeros | Zeros |
is_avg_paym has 36624 (24.4%) zeros | Zeros |
bs_delte_ppd_change_tp has 7283 (4.9%) zeros | Zeros |
bs_arpu_change_tp has 7358 (4.9%) zeros | Zeros |
BS_OVERBUNDLE_MB_SUM_M2 has 2421 (1.6%) zeros | Zeros |
bs_ovrl_OMO_SUM_M1 has 85943 (57.3%) zeros | Zeros |
BS_OVERBUNDLE_MB_SUM_M1 has 2687 (1.8%) zeros | Zeros |
bs_ovrl_OMO_SUM_M3 has 90765 (60.5%) zeros | Zeros |
bs_ovrl_OMO_SUM_M2 has 84315 (56.2%) zeros | Zeros |
BS_OVERBUNDLE_MB_SUM_M3 has 3002 (2.0%) zeros | Zeros |
MV_Traf_Cont_out_v_Min has 121775 (81.2%) zeros | Zeros |
MV_ot_mn_out_v has 91728 (61.2%) zeros | Zeros |
MV_dou_Roam_v has 147505 (98.3%) zeros | Zeros |
MV_ap_innet_out_v has 1959 (1.3%) zeros | Zeros |
MV_ap_s has 56828 (37.9%) zeros | Zeros |
MV_dou_out_s has 114376 (76.3%) zeros | Zeros |
MV_ot_omo_out_v has 80176 (53.5%) zeros | Zeros |
MV_ARPU_omo_out_s_Traf has 135852 (90.6%) zeros | Zeros |
MV_Traf_innet_out_s_Cnt has 125468 (83.6%) zeros | Zeros |
MV_ARPU_R_out_v_Traf has 148174 (98.8%) zeros | Zeros |
MV_ARPU_mn_out_v_Traf has 145844 (97.2%) zeros | Zeros |
MV_ARPU_omo_out_v_Traf has 127068 (84.7%) zeros | Zeros |
MV_Traf_Other_out_v_Min has 148287 (98.9%) zeros | Zeros |
MV_ap_omo_out_v has 2194 (1.5%) zeros | Zeros |
MV_Traf_R_out_v_Min has 147684 (98.5%) zeros | Zeros |
MV_Traf_3G_d_Mb has 52017 (34.7%) zeros | Zeros |
MV_Traf_2G_d_Mb has 58823 (39.2%) zeros | Zeros |
MV_ARPU_R_out_s_Traf has 148206 (98.8%) zeros | Zeros |
MV_ot_3G_d has 108156 (72.1%) zeros | Zeros |
MV_dou_Roam_d has 146819 (97.9%) zeros | Zeros |
MV_ARPU_Roam_d_Traf has 148033 (98.7%) zeros | Zeros |
MV_ap_3G_d has 76150 (50.8%) zeros | Zeros |
MV_dou_innet_out_v has 21397 (14.3%) zeros | Zeros |
MV_Traf_omo_inc_v_Min has 32351 (21.6%) zeros | Zeros |
MV_ARPU_Other_out_v_Traf has 148287 (98.9%) zeros | Zeros |
MV_Traf_Cont_out_s_Cnt has 128606 (85.7%) zeros | Zeros |
MV_ARPU_Other_inc_v_Traf has 148287 (98.9%) zeros | Zeros |
MV_Traf_4G_d_Mb has 56672 (37.8%) zeros | Zeros |
MV_ot_R_v has 108538 (72.4%) zeros | Zeros |
MV_Traf_innet_out_v_Min has 24358 (16.2%) zeros | Zeros |
MV_ap_Other has 75347 (50.2%) zeros | Zeros |
MV_Traf_Other_inc_v_Min has 148256 (98.8%) zeros | Zeros |
MV_Traf_omo_out_v_Min has 41053 (27.4%) zeros | Zeros |
MV_Traf_pstn_out_v_Min has 126106 (84.1%) zeros | Zeros |
MV_net_total has 79916 (53.3%) zeros | Zeros |
MV_ot_Cont_v has 108532 (72.4%) zeros | Zeros |
MV_Traf_Cont_inc_s_Cnt has 1794 (1.2%) zeros | Zeros |
MV_Traf_Cont_inc_v_Min has 148287 (98.9%) zeros | Zeros |
MV_Traf_Roam_d_Mb has 146827 (97.9%) zeros | Zeros |
MV_ARPU_3G_d_Traf has 139017 (92.7%) zeros | Zeros |
MV_dou_4G_d has 56424 (37.6%) zeros | Zeros |
MV_ARPU_4G_d_Traf has 127375 (84.9%) zeros | Zeros |
MV_ot_R_sm has 108550 (72.4%) zeros | Zeros |
MV_ARPU_Cont_out_s_Traf has 145138 (96.8%) zeros | Zeros |
MV_ARPU_Cont_out_v_Traf has 148117 (98.7%) zeros | Zeros |
MV_ot_Unkn has 108508 (72.3%) zeros | Zeros |
MV_ot_Roam_d has 108532 (72.4%) zeros | Zeros |
MV_Traf_R_inc_v_Min has 147662 (98.4%) zeros | Zeros |
MV_ap_2G_d has 76150 (50.8%) zeros | Zeros |
MV_Traf_mn_inc_v_Min has 121834 (81.2%) zeros | Zeros |
MV_dou_3G_d has 51933 (34.6%) zeros | Zeros |
MV_ap_Roam_d has 76150 (50.8%) zeros | Zeros |
MV_ot_4G_d has 79525 (53.0%) zeros | Zeros |
MV_ARPU_pstn_out_v_Traf has 146706 (97.8%) zeros | Zeros |
MV_ARPU_innet_out_s_Traf has 130989 (87.3%) zeros | Zeros |
MV_ARPU_mn_out_s_Traf has 145075 (96.7%) zeros | Zeros |
MV_Traf_inc_s_Cnt has 42768 (28.5%) zeros | Zeros |
MV_Traf_mn_out_s_Cnt has 144625 (96.4%) zeros | Zeros |
MV_ARPU_innet_inc_v_Traf has 148287 (98.9%) zeros | Zeros |
MV_ap_inc_v has 76150 (50.8%) zeros | Zeros |
MV_Traf_R_out_s_Cnt has 148067 (98.7%) zeros | Zeros |
MV_Traf_innet_inc_v_Min has 13501 (9.0%) zeros | Zeros |
MV_ot_inc_v has 108550 (72.4%) zeros | Zeros |
MV_ARPU_innet_out_v_Traf has 120817 (80.5%) zeros | Zeros |
MV_ot_pstn_out_v has 80176 (53.5%) zeros | Zeros |
MV_dou_data has 30341 (20.2%) zeros | Zeros |
MV_dou_mn_out_v has 140861 (93.9%) zeros | Zeros |
MV_ot_s has 106138 (70.8%) zeros | Zeros |
MV_ap_pstn_out_v has 2194 (1.5%) zeros | Zeros |
MV_ARPU has 30228 (20.2%) zeros | Zeros |
MV_dou_omo_out_v has 41053 (27.4%) zeros | Zeros |
MV_ARPU_inc_s_Traf has 148285 (98.9%) zeros | Zeros |
MV_ot_innet_out_v has 80156 (53.4%) zeros | Zeros |
MV_dou_Roam has 146626 (97.8%) zeros | Zeros |
MV_ap_mn_out_v has 40488 (27.0%) zeros | Zeros |
MV_Traf_omo_out_s_Cnt has 132854 (88.6%) zeros | Zeros |
MV_dou_2G_d has 58746 (39.2%) zeros | Zeros |
MV_ap_Cont_v has 76150 (50.8%) zeros | Zeros |
MV_Traf_pstn_inc_v_Min has 107959 (72.0%) zeros | Zeros |
MV_ARPU_R_inc_v_Traf has 148134 (98.8%) zeros | Zeros |
MV_ARPU_2G_d_Traf has 143210 (95.5%) zeros | Zeros |
MV_ot_Other has 107412 (71.6%) zeros | Zeros |
MV_Traf_ACCA_out_v_Min has 120276 (80.2%) zeros | Zeros |
MV_Traf_mn_out_v_Min has 140861 (93.9%) zeros | Zeros |
MV_Migr_To has 145505 (97.0%) zeros | Zeros |
MV_ot_total has 77582 (51.7%) zeros | Zeros |
target has 140414 (93.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-11 18:34:43.096997 |
|---|---|
| Analysis finished | 2024-06-11 18:34:50.727137 |
| Duration | 7.63 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
Ama_rchrgmnt_sum_max_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
content_clc_mea_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 305 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03365743058 |
| Minimum | 0 |
|---|---|
| Maximum | 22.842175 |
| Zeros | 147176 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 22.842175 |
| Range | 22.842175 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3964729901 |
|---|---|
| Coefficient of variation (CV) | 11.77965707 |
| Kurtosis | 737.8120838 |
| Mean | 0.03365743058 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.09499558 |
| Sum | 5048.614588 |
| Variance | 0.1571908319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147176 | |
| 1.032057242 | 1392 | 0.9% |
| 1.109461269 | 366 | 0.2% |
| 1.008748961 | 82 | 0.1% |
| 1.214014526 | 75 | 0.1% |
| 1.012331948 | 58 | < 0.1% |
| 1.013872843 | 54 | < 0.1% |
| 1.032064727 | 30 | < 0.1% |
| 1.335271319 | 26 | < 0.1% |
| 1.031997387 | 25 | < 0.1% |
| Other values (295) | 716 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 147176 | |
| 1.004420886 | 1 | < 0.1% |
| 1.004637947 | 1 | < 0.1% |
| 1.005561272 | 2 | < 0.1% |
| 1.006051911 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.842175 | 1 | |
| 21.30891047 | 1 | |
| 15.93229699 | 1 | |
| 15.93229294 | 1 | |
| 15.20819471 | 1 |
content_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 250 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.49342402 |
| Minimum | 0 |
|---|---|
| Maximum | 64.08676193 |
| Zeros | 2731 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.749901739 |
| Q1 | 9.669720902 |
| median | 11.61519305 |
| Q3 | 13.64049984 |
| 95-th percentile | 16.61232692 |
| Maximum | 64.08676193 |
| Range | 64.08676193 |
| Interquartile range (IQR) | 3.970778936 |
Descriptive statistics
| Standard deviation | 3.470090096 |
|---|---|
| Coefficient of variation (CV) | 0.30191961 |
| Kurtosis | 3.091625542 |
| Mean | 11.49342402 |
| Median Absolute Deviation (MAD) | 2.025306787 |
| Skewness | -0.1980812275 |
| Sum | 1724013.602 |
| Variance | 12.04152528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.26911687 | 5523 | 3.7% |
| 9.027097853 | 5317 | 3.5% |
| 10.55454345 | 5304 | 3.5% |
| 11.36116158 | 5271 | 3.5% |
| 11.10002615 | 5255 | 3.5% |
| 11.61519305 | 5176 | 3.5% |
| 9.354248899 | 5011 | 3.3% |
| 9.974411855 | 5006 | 3.3% |
| 6.749901739 | 4977 | 3.3% |
| 10.83132398 | 4964 | 3.3% |
| Other values (240) | 98196 |
| Value | Count | Frequency (%) |
| 0 | 2731 | |
| 1.480453014 | 298 | 0.2% |
| 2.206948961 | 166 | 0.1% |
| 2.921812056 | 490 | 0.3% |
| 3.590290394 | 329 | 0.2% |
| Value | Count | Frequency (%) |
| 64.08676193 | 1 | |
| 47.63130856 | 1 | |
| 44.3958152 | 1 | |
| 43.44148144 | 1 | |
| 41.13291237 | 1 |
voice_out_short_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1617 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6177087318 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 59167 |
| Zeros (%) | 39.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.001149315 |
| Q3 | 1.005923002 |
| 95-th percentile | 1.049793044 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.005923002 |
Descriptive statistics
| Standard deviation | 0.5007802969 |
|---|---|
| Coefficient of variation (CV) | 0.8107061971 |
| Kurtosis | -1.772677835 |
| Mean | 0.6177087318 |
| Median Absolute Deviation (MAD) | 0.01790984692 |
| Skewness | -0.3980367205 |
| Sum | 92656.30978 |
| Variance | 0.2507809057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59167 | |
| 1.00757098 | 2260 | 1.5% |
| 1.013872843 | 2245 | 1.5% |
| 1.011100838 | 2236 | 1.5% |
| 1.00908403 | 2230 | 1.5% |
| 1.006406835 | 2141 | 1.4% |
| 1.017830633 | 2139 | 1.4% |
| 1.005491992 | 2094 | 1.4% |
| 1.023762432 | 2082 | 1.4% |
| 1.004760016 | 2073 | 1.4% |
| Other values (1607) | 71333 |
| Value | Count | Frequency (%) |
| 0 | 59167 | |
| 1.000008991 | 1 | < 0.1% |
| 1.000024387 | 1 | < 0.1% |
| 1.000030694 | 1 | < 0.1% |
| 1.000034807 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1185 | |
| 1.460713024 | 1 | < 0.1% |
| 1.437447952 | 1 | < 0.1% |
| 1.41812669 | 1 | < 0.1% |
| 1.414576473 | 1 | < 0.1% |
voice_mts_in_nrest_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 90100 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6244379608 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 57354 |
| Zeros (%) | 38.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000230067 |
| Q3 | 1.003668935 |
| 95-th percentile | 1.035182346 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.003668935 |
Descriptive statistics
| Standard deviation | 0.4917056338 |
|---|---|
| Coefficient of variation (CV) | 0.787437127 |
| Kurtosis | -1.762511051 |
| Mean | 0.6244379608 |
| Median Absolute Deviation (MAD) | 0.01281648707 |
| Skewness | -0.4789157995 |
| Sum | 93665.69411 |
| Variance | 0.2417744303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57354 | |
| 1.164401954 | 644 | 0.4% |
| 1.00908403 | 15 | < 0.1% |
| 1.207704776 | 15 | < 0.1% |
| 1.001975959 | 14 | < 0.1% |
| 1.003675345 | 13 | < 0.1% |
| 1.001424332 | 11 | < 0.1% |
| 1.023762432 | 11 | < 0.1% |
| 1.049793044 | 11 | < 0.1% |
| 1.006406835 | 10 | < 0.1% |
| Other values (90090) | 91902 |
| Value | Count | Frequency (%) |
| 0 | 57354 | |
| 1 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 15 | |
| 1.204354211 | 1 | < 0.1% |
| 1.199495822 | 1 | < 0.1% |
| 1.194904595 | 1 | < 0.1% |
| 1.19480727 | 1 | < 0.1% |
num_act_days_max_mnt1
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.135702229 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 919 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.210401996 |
| Q1 | 5.324077125 |
| median | 5.324077125 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6781989449 |
|---|---|
| Coefficient of variation (CV) | 0.1320557374 |
| Kurtosis | 26.44408866 |
| Mean | 5.135702229 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -4.8233168 |
| Sum | 770355.3344 |
| Variance | 0.4599538089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.324077125 | 132288 | |
| 4.786566308 | 6685 | 4.5% |
| 4.210401996 | 3732 | 2.5% |
| 3.590290394 | 2588 | 1.7% |
| 2.921812056 | 1804 | 1.2% |
| 2.206948961 | 1146 | 0.8% |
| 0 | 919 | 0.6% |
| 1.480453014 | 838 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 919 | 0.6% |
| 1.480453014 | 838 | 0.6% |
| 2.206948961 | 1146 | |
| 2.921812056 | 1804 | |
| 3.590290394 | 2588 |
| Value | Count | Frequency (%) |
| 5.324077125 | 132288 | |
| 4.786566308 | 6685 | 4.5% |
| 4.210401996 | 3732 | 2.5% |
| 3.590290394 | 2588 | 1.7% |
| 2.921812056 | 1804 | 1.2% |
sms_roam_clc_min_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_cmpttrs_avg_durmin_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 15491 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.42277322 |
| Minimum | 0 |
|---|---|
| Maximum | 52.75402832 |
| Zeros | 92578 |
| Zeros (%) | 61.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 13.77502392 |
| 95-th percentile | 23.88305152 |
| Maximum | 52.75402832 |
| Range | 52.75402832 |
| Interquartile range (IQR) | 13.77502392 |
Descriptive statistics
| Standard deviation | 9.10290857 |
|---|---|
| Coefficient of variation (CV) | 1.417286312 |
| Kurtosis | 0.3681483647 |
| Mean | 6.42277322 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.150177952 |
| Sum | 963415.9829 |
| Variance | 82.86294444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92578 | |
| 9.669720902 | 402 | 0.3% |
| 8.333535892 | 385 | 0.3% |
| 11.10002615 | 374 | 0.2% |
| 10.26911687 | 373 | 0.2% |
| 11.36116158 | 357 | 0.2% |
| 9.974411855 | 357 | 0.2% |
| 9.354248899 | 356 | 0.2% |
| 7.578965206 | 346 | 0.2% |
| 8.687248223 | 345 | 0.2% |
| Other values (15481) | 54127 |
| Value | Count | Frequency (%) |
| 0 | 92578 | |
| 1.480453014 | 144 | 0.1% |
| 1.839588705 | 2 | < 0.1% |
| 2.206948961 | 91 | 0.1% |
| 2.3892276 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.75402832 | 1 | |
| 51.02925145 | 1 | |
| 50.70422755 | 1 | |
| 50.11069363 | 1 | |
| 49.75605323 | 1 |
com_num_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 52080 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9386284084 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 22749 |
| Zeros (%) | 15.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.004507686 |
| median | 1.038586056 |
| Q3 | 1.132902768 |
| 95-th percentile | 1.353092076 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 0.1283950825 |
Descriptive statistics
| Standard deviation | 0.4130417337 |
|---|---|
| Coefficient of variation (CV) | 0.4400481916 |
| Kurtosis | 1.253912106 |
| Mean | 0.9386284084 |
| Median Absolute Deviation (MAD) | 0.04417491885 |
| Skewness | -1.589188784 |
| Sum | 140794.2613 |
| Variance | 0.1706034738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22749 | 15.2% |
| 1.049793044 | 3186 | 2.1% |
| 1.013872843 | 2283 | 1.5% |
| 1.006406835 | 1719 | 1.1% |
| 1.164401954 | 1423 | 0.9% |
| 1.003675345 | 1333 | 0.9% |
| 1.00238048 | 1053 | 0.7% |
| 1.101412779 | 1007 | 0.7% |
| 1.001666435 | 845 | 0.6% |
| 1.31316983 | 745 | 0.5% |
| Other values (52070) | 113657 |
| Value | Count | Frequency (%) |
| 0 | 22749 | |
| 1.000007055 | 1 | < 0.1% |
| 1.000023912 | 1 | < 0.1% |
| 1.000024876 | 1 | < 0.1% |
| 1.000030694 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 4 | |
| 2.115247251 | 1 | < 0.1% |
| 2.023336405 | 7 | |
| 1.992680323 | 2 | < 0.1% |
| 1.946701903 | 1 | < 0.1% |
pay_avg_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 4836 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.062898577 |
| Minimum | -29.76860007 |
|---|---|
| Maximum | 51.86112364 |
| Zeros | 51682 |
| Zeros (%) | 34.5% |
| Negative | 9 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -29.76860007 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 11.61519305 |
| Q3 | 14.32730559 |
| 95-th percentile | 19.17043973 |
| Maximum | 51.86112364 |
| Range | 81.62972372 |
| Interquartile range (IQR) | 14.32730559 |
Descriptive statistics
| Standard deviation | 7.441644143 |
|---|---|
| Coefficient of variation (CV) | 0.8211108268 |
| Kurtosis | -0.8992704929 |
| Mean | 9.062898577 |
| Median Absolute Deviation (MAD) | 4.844059755 |
| Skewness | 0.03389237793 |
| Sum | 1359434.787 |
| Variance | 55.37806755 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51682 | |
| 11.61519305 | 8908 | 5.9% |
| 14.32730559 | 8333 | 5.6% |
| 12.79226812 | 7544 | 5.0% |
| 13.33095137 | 5687 | 3.8% |
| 16.45925281 | 5266 | 3.5% |
| 13.0653276 | 4755 | 3.2% |
| 18.55320686 | 3896 | 2.6% |
| 13.84160798 | 3788 | 2.5% |
| 15.65849494 | 2817 | 1.9% |
| Other values (4826) | 47324 |
| Value | Count | Frequency (%) |
| -29.76860007 | 1 | |
| -25.6921398 | 1 | |
| -18.7525776 | 1 | |
| -15.76407571 | 1 | |
| -13.82965574 | 1 |
| Value | Count | Frequency (%) |
| 51.86112364 | 1 | |
| 50.98312019 | 1 | |
| 49.65313959 | 1 | |
| 47.13594282 | 1 | |
| 46.90558567 | 1 |
voice_out_tar_dur_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 31939 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.69945714 |
| Minimum | 0 |
|---|---|
| Maximum | 124.3227182 |
| Zeros | 20958 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 35.38686726 |
| median | 52.16514392 |
| Q3 | 63.59401368 |
| 95-th percentile | 78.31503182 |
| Maximum | 124.3227182 |
| Range | 124.3227182 |
| Interquartile range (IQR) | 28.20714641 |
Descriptive statistics
| Standard deviation | 24.12284445 |
|---|---|
| Coefficient of variation (CV) | 0.5165551364 |
| Kurtosis | -0.3484345422 |
| Mean | 46.69945714 |
| Median Absolute Deviation (MAD) | 13.23866061 |
| Skewness | -0.684595508 |
| Sum | 7004918.57 |
| Variance | 581.9116244 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20958 | 14.0% |
| 12.79226812 | 1768 | 1.2% |
| 17.89928393 | 904 | 0.6% |
| 21.34785349 | 802 | 0.5% |
| 17.54941206 | 460 | 0.3% |
| 23.99960696 | 392 | 0.3% |
| 26.17309696 | 381 | 0.3% |
| 13.76988162 | 348 | 0.2% |
| 20.82595276 | 314 | 0.2% |
| 28.02437138 | 301 | 0.2% |
| Other values (31929) | 123372 |
| Value | Count | Frequency (%) |
| 0 | 20958 | |
| 12.79226812 | 1768 | 1.2% |
| 13.76988162 | 348 | 0.2% |
| 16.30232696 | 139 | 0.1% |
| 17.54941206 | 460 | 0.3% |
| Value | Count | Frequency (%) |
| 124.3227182 | 1 | |
| 120.712473 | 1 | |
| 119.425601 | 1 | |
| 118.5325136 | 1 | |
| 118.1086856 | 1 |
voice_out_tar_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 771 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.97970022 |
| Minimum | 0 |
|---|---|
| Maximum | 142.5184272 |
| Zeros | 46592 |
| Zeros (%) | 31.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 48.16907248 |
| Q3 | 69.62882785 |
| 95-th percentile | 89.50355188 |
| Maximum | 142.5184272 |
| Range | 142.5184272 |
| Interquartile range (IQR) | 69.62882785 |
Descriptive statistics
| Standard deviation | 32.86550261 |
|---|---|
| Coefficient of variation (CV) | 0.7828903598 |
| Kurtosis | -1.371525742 |
| Mean | 41.97970022 |
| Median Absolute Deviation (MAD) | 27.98643032 |
| Skewness | -0.08242832333 |
| Sum | 6296955.033 |
| Variance | 1080.141262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46592 | |
| 17.89928393 | 3440 | 2.3% |
| 23.99960696 | 2733 | 1.8% |
| 28.02437138 | 2320 | 1.5% |
| 31.0829974 | 2100 | 1.4% |
| 33.57110757 | 1918 | 1.3% |
| 35.67888361 | 1774 | 1.2% |
| 39.14133654 | 1670 | 1.1% |
| 37.51341156 | 1640 | 1.1% |
| 40.60712622 | 1562 | 1.0% |
| Other values (761) | 84251 |
| Value | Count | Frequency (%) |
| 0 | 46592 | |
| 17.89928393 | 3440 | 2.3% |
| 23.99960696 | 2733 | 1.8% |
| 28.02437138 | 2320 | 1.5% |
| 31.0829974 | 2100 | 1.4% |
| Value | Count | Frequency (%) |
| 142.5184272 | 1 | |
| 141.2215184 | 1 | |
| 138.9225958 | 1 | |
| 138.8890197 | 1 | |
| 137.2949423 | 1 |
gprs_clc_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 205 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09984012135 |
| Minimum | 0 |
|---|---|
| Maximum | 18.31296061 |
| Zeros | 144712 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18.31296061 |
| Range | 18.31296061 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6325360429 |
|---|---|
| Coefficient of variation (CV) | 6.335489524 |
| Kurtosis | 123.3802634 |
| Mean | 0.09984012135 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.490783301 |
| Sum | 14976.0182 |
| Variance | 0.4001018456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144712 | |
| 1.746290425 | 2824 | 1.9% |
| 2.743301695 | 825 | 0.5% |
| 3.665311256 | 359 | 0.2% |
| 4.497536115 | 228 | 0.2% |
| 5.251882056 | 116 | 0.1% |
| 2.178075686 | 101 | 0.1% |
| 5.94129843 | 85 | 0.1% |
| 1.466897311 | 64 | < 0.1% |
| 1.746417877 | 52 | < 0.1% |
| Other values (195) | 634 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 144712 | |
| 1.031706254 | 1 | < 0.1% |
| 1.031885283 | 11 | < 0.1% |
| 1.109093114 | 1 | < 0.1% |
| 1.109283078 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.31296061 | 1 | |
| 18.00368917 | 1 | |
| 17.38399621 | 1 | |
| 15.7062677 | 1 | |
| 15.70625941 | 1 |
pay_max_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 71 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0002262797856 |
| Minimum | -47.93003263 |
|---|---|
| Maximum | 39.64619142 |
| Zeros | 149903 |
| Zeros (%) | 99.9% |
| Negative | 28 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -47.93003263 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 39.64619142 |
| Range | 87.57622405 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4723215802 |
|---|---|
| Coefficient of variation (CV) | 2087.334398 |
| Kurtosis | 4896.59752 |
| Mean | 0.0002262797856 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -37.75619319 |
| Sum | 33.94196784 |
| Variance | 0.2230876751 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149903 | |
| 8.687248223 | 6 | < 0.1% |
| 6.749901739 | 5 | < 0.1% |
| 10.26911687 | 5 | < 0.1% |
| 16.45925281 | 4 | < 0.1% |
| 9.354248899 | 4 | < 0.1% |
| 22.29933738 | 3 | < 0.1% |
| 4.210401996 | 3 | < 0.1% |
| 11.61519305 | 2 | < 0.1% |
| 7.578965206 | 2 | < 0.1% |
| Other values (61) | 63 | < 0.1% |
| Value | Count | Frequency (%) |
| -47.93003263 | 1 | |
| -47.28768379 | 1 | |
| -46.51407661 | 1 | |
| -39.14133654 | 1 | |
| -39.06409659 | 1 |
| Value | Count | Frequency (%) |
| 39.64619142 | 1 | < 0.1% |
| 24.76754894 | 1 | < 0.1% |
| 23.99960696 | 1 | < 0.1% |
| 22.29933738 | 3 | |
| 21.64152748 | 1 | < 0.1% |
voice_in_short_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 59835 |
|---|---|
| Distinct (%) | 39.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7553465011 |
| Minimum | 0 |
|---|---|
| Maximum | 1.244054284 |
| Zeros | 36795 |
| Zeros (%) | 24.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000003138 |
| median | 1.000107387 |
| Q3 | 1.000387181 |
| 95-th percentile | 1.002253072 |
| Maximum | 1.244054284 |
| Range | 1.244054284 |
| Interquartile range (IQR) | 0.0003840433591 |
Descriptive statistics
| Standard deviation | 0.4306479123 |
|---|---|
| Coefficient of variation (CV) | 0.570132928 |
| Kurtosis | -0.5984467544 |
| Mean | 0.7553465011 |
| Median Absolute Deviation (MAD) | 0.0002703698615 |
| Skewness | -1.183710534 |
| Sum | 113301.9752 |
| Variance | 0.1854576243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36795 | 24.5% |
| 1.001666435 | 1418 | 0.9% |
| 1.000750704 | 1403 | 0.9% |
| 1.000425155 | 1350 | 0.9% |
| 1.000190256 | 1332 | 0.9% |
| 1.006406835 | 1329 | 0.9% |
| 1.000273218 | 1279 | 0.9% |
| 1.000140054 | 1174 | 0.8% |
| 1.000107387 | 1157 | 0.8% |
| 1.000084947 | 1127 | 0.8% |
| Other values (59825) | 101636 |
| Value | Count | Frequency (%) |
| 0 | 36795 | |
| 1.000000145 | 1 | < 0.1% |
| 1.000000271 | 1 | < 0.1% |
| 1.0000003 | 1 | < 0.1% |
| 1.00000033 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.244054284 | 1 | |
| 1.223354929 | 1 | |
| 1.213639557 | 1 | |
| 1.188767947 | 1 | |
| 1.18862358 | 1 |
voice_in_roam_clc_std_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0004027930263 |
| Minimum | 0 |
|---|---|
| Maximum | 20.13965131 |
| Zeros | 149997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20.13965131 |
| Range | 20.13965131 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09006665831 |
|---|---|
| Coefficient of variation (CV) | 223.605307 |
| Kurtosis | 49996.6666 |
| Mean | 0.0004027930263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 223.6023255 |
| Sum | 60.41895394 |
| Variance | 0.008112002939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 20.13965131 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 20.13965131 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 20.13965131 | 3 | < 0.1% |
| 0 | 149997 |
conn_out_uniq_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1293 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.251137118 |
| Minimum | 0 |
|---|---|
| Maximum | 32.05603282 |
| Zeros | 20971 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.356301179 |
| median | 2.010130606 |
| Q3 | 2.997163746 |
| 95-th percentile | 5.087233595 |
| Maximum | 32.05603282 |
| Range | 32.05603282 |
| Interquartile range (IQR) | 1.640862567 |
Descriptive statistics
| Standard deviation | 1.594739393 |
|---|---|
| Coefficient of variation (CV) | 0.7084150408 |
| Kurtosis | 9.221057821 |
| Mean | 2.251137118 |
| Median Absolute Deviation (MAD) | 0.8024258296 |
| Skewness | 1.570989451 |
| Sum | 337670.5677 |
| Variance | 2.543193732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20971 | 14.0% |
| 1.164401954 | 8999 | 6.0% |
| 1.45108808 | 7777 | 5.2% |
| 1.839588705 | 4755 | 3.2% |
| 1.356301179 | 4501 | 3.0% |
| 1.207704776 | 4443 | 3.0% |
| 1.663597369 | 4385 | 2.9% |
| 1.992306409 | 4344 | 2.9% |
| 1.687217756 | 4123 | 2.7% |
| 1.7768194 | 3750 | 2.5% |
| Other values (1283) | 81952 |
| Value | Count | Frequency (%) |
| 0 | 20971 | |
| 1.164401954 | 8999 | |
| 1.207704776 | 4443 | 3.0% |
| 1.356301179 | 4501 | 3.0% |
| 1.45108808 | 7777 | 5.2% |
| Value | Count | Frequency (%) |
| 32.05603282 | 1 | |
| 29.91022356 | 1 | |
| 29.89361796 | 1 | |
| 28.2803023 | 1 | |
| 27.11141457 | 1 |
voice_mts_in_dwork_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 135748 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.02983777031 |
| Minimum | -1.013328544 |
|---|---|
| Maximum | 1.013349801 |
| Zeros | 10380 |
| Zeros (%) | 6.9% |
| Negative | 72051 |
| Negative (%) | 48.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.013328544 |
|---|---|
| 5-th percentile | -1.001608146 |
| Q1 | -1.00020097 |
| median | 0 |
| Q3 | 1.000163406 |
| 95-th percentile | 1.001950927 |
| Maximum | 1.013349801 |
| Range | 2.026678345 |
| Interquartile range (IQR) | 2.000364377 |
Descriptive statistics
| Standard deviation | 0.9649817916 |
|---|---|
| Coefficient of variation (CV) | -32.34094845 |
| Kurtosis | -1.921973878 |
| Mean | -0.02983777031 |
| Median Absolute Deviation (MAD) | 1.000183616 |
| Skewness | 0.05968158927 |
| Sum | -4475.665547 |
| Variance | 0.9311898582 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10380 | 6.9% |
| 1.001424332 | 289 | 0.2% |
| -1.000584711 | 238 | 0.2% |
| 1.00095998 | 230 | 0.2% |
| -1.001424332 | 228 | 0.2% |
| -1.00095998 | 227 | 0.2% |
| 1.000300379 | 227 | 0.2% |
| -1.000300379 | 201 | 0.1% |
| 1.000584711 | 200 | 0.1% |
| 1.000012183 | 200 | 0.1% |
| Other values (135738) | 137580 |
| Value | Count | Frequency (%) |
| -1.013328544 | 1 | |
| -1.013245349 | 1 | |
| -1.012513301 | 1 | |
| -1.012235806 | 1 | |
| -1.011489609 | 1 |
| Value | Count | Frequency (%) |
| 1.013349801 | 1 | |
| 1.013328544 | 2 | |
| 1.013236774 | 1 | |
| 1.013206397 | 1 | |
| 1.013158091 | 1 |
data_3g_tar_vol_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 107476 |
|---|---|
| Distinct (%) | 71.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.0712808 |
| Minimum | 0 |
|---|---|
| Maximum | 337.8422901 |
| Zeros | 40297 |
| Zeros (%) | 26.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 116.962203 |
| Q3 | 168.1279869 |
| 95-th percentile | 219.804075 |
| Maximum | 337.8422901 |
| Range | 337.8422901 |
| Interquartile range (IQR) | 168.1279869 |
Descriptive statistics
| Standard deviation | 80.57269079 |
|---|---|
| Coefficient of variation (CV) | 0.7971867988 |
| Kurtosis | -1.37746045 |
| Mean | 101.0712808 |
| Median Absolute Deviation (MAD) | 70.5022947 |
| Skewness | -0.02773098994 |
| Sum | 15160692.12 |
| Variance | 6491.958501 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40297 | 26.9% |
| 1.006406835 | 157 | 0.1% |
| 1.023762432 | 92 | 0.1% |
| 1.049793044 | 79 | 0.1% |
| 5.988934212 | 79 | 0.1% |
| 1.082760975 | 56 | < 0.1% |
| 1.121317553 | 49 | < 0.1% |
| 1.164401954 | 44 | < 0.1% |
| 1.367400612 | 38 | < 0.1% |
| 1.211169962 | 36 | < 0.1% |
| Other values (107466) | 109073 |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 1.000010562 | 3 | < 0.1% |
| 1.000015199 | 2 | < 0.1% |
| 1.000017832 | 21 | < 0.1% |
| 1.000023726 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 337.8422901 | 1 | |
| 333.4003352 | 1 | |
| 324.1785788 | 1 | |
| 320.1392732 | 1 | |
| 317.5552491 | 1 |
voice_in_fix_tar_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 4096 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.730971667 |
| Minimum | 0 |
|---|---|
| Maximum | 92.75332619 |
| Zeros | 84304 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4.786566308 |
| 95-th percentile | 18.19894411 |
| Maximum | 92.75332619 |
| Range | 92.75332619 |
| Interquartile range (IQR) | 4.786566308 |
Descriptive statistics
| Standard deviation | 6.734929075 |
|---|---|
| Coefficient of variation (CV) | 1.805140772 |
| Kurtosis | 10.35518952 |
| Mean | 3.730971667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.74342583 |
| Sum | 559645.75 |
| Variance | 45.35926964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84304 | |
| 1.006406835 | 1001 | 0.7% |
| 1.900753899 | 724 | 0.5% |
| 1.839588705 | 720 | 0.5% |
| 1.778610665 | 718 | 0.5% |
| 1.962026024 | 700 | 0.5% |
| 1.657607816 | 690 | 0.5% |
| 1.717913664 | 663 | 0.4% |
| 2.023336405 | 608 | 0.4% |
| 1.53871075 | 590 | 0.4% |
| Other values (4086) | 59282 |
| Value | Count | Frequency (%) |
| 0 | 84304 | |
| 1.006406835 | 1001 | 0.7% |
| 1.00757098 | 6 | < 0.1% |
| 1.00908403 | 3 | < 0.1% |
| 1.011100838 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 92.75332619 | 1 | |
| 89.86167881 | 1 | |
| 86.61979474 | 1 | |
| 83.60378168 | 1 | |
| 79.79283659 | 1 |
voice_in_tar_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 30532 |
|---|---|
| Distinct (%) | 20.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.59432323 |
| Minimum | 0 |
|---|---|
| Maximum | 159.2961588 |
| Zeros | 5291 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18.42550908 |
| Q1 | 61.13863333 |
| median | 76.82313801 |
| Q3 | 89.47418324 |
| 95-th percentile | 105.2460405 |
| Maximum | 159.2961588 |
| Range | 159.2961588 |
| Interquartile range (IQR) | 28.33554991 |
Descriptive statistics
| Standard deviation | 24.98767391 |
|---|---|
| Coefficient of variation (CV) | 0.3442097508 |
| Kurtosis | 1.125725134 |
| Mean | 72.59432323 |
| Median Absolute Deviation (MAD) | 13.88963934 |
| Skewness | -1.008870232 |
| Sum | 10889148.48 |
| Variance | 624.3838474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5291 | 3.5% |
| 8.687248223 | 64 | < 0.1% |
| 13.01132535 | 55 | < 0.1% |
| 1.480453014 | 55 | < 0.1% |
| 10.55454345 | 54 | < 0.1% |
| 17.89928393 | 54 | < 0.1% |
| 9.354248899 | 53 | < 0.1% |
| 8.333535892 | 50 | < 0.1% |
| 7.964623589 | 49 | < 0.1% |
| 10.83132398 | 48 | < 0.1% |
| Other values (30522) | 144227 |
| Value | Count | Frequency (%) |
| 0 | 5291 | |
| 1.480453014 | 55 | < 0.1% |
| 2.206948961 | 27 | < 0.1% |
| 2.921812056 | 27 | < 0.1% |
| 3.590290394 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 159.2961588 | 1 | |
| 158.0909843 | 1 | |
| 157.0665631 | 1 | |
| 152.763029 | 1 | |
| 149.3222709 | 1 |
ks_num_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 88197 |
|---|---|
| Distinct (%) | 58.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1131152793 |
| Minimum | -1.013328544 |
|---|---|
| Maximum | 1.014056411 |
| Zeros | 22039 |
| Zeros (%) | 14.7% |
| Negative | 55505 |
| Negative (%) | 37.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.013328544 |
|---|---|
| 5-th percentile | -1.000346478 |
| Q1 | -1.000011498 |
| median | 0 |
| Q3 | 1.000053216 |
| 95-th percentile | 1.000940831 |
| Maximum | 1.014056411 |
| Range | 2.027384954 |
| Interquartile range (IQR) | 2.000064714 |
Descriptive statistics
| Standard deviation | 0.9169486466 |
|---|---|
| Coefficient of variation (CV) | 8.10631996 |
| Kurtosis | -1.772370118 |
| Mean | 0.1131152793 |
| Median Absolute Deviation (MAD) | 1.000027364 |
| Skewness | -0.2249587053 |
| Sum | 16967.2919 |
| Variance | 0.8407948204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22039 | 14.7% |
| 1.000012183 | 559 | 0.4% |
| -1.000012183 | 489 | 0.3% |
| 1.000003051 | 385 | 0.3% |
| -1.000003051 | 349 | 0.2% |
| 1.000108887 | 340 | 0.2% |
| -1.000108887 | 288 | 0.2% |
| 1.000027364 | 250 | 0.2% |
| 1.000362834 | 241 | 0.2% |
| -1.000027364 | 238 | 0.2% |
| Other values (88187) | 124822 |
| Value | Count | Frequency (%) |
| -1.013328544 | 2 | |
| -1.011482028 | 1 | |
| -1.011248633 | 2 | |
| -1.010917326 | 1 | |
| -1.01073 | 1 |
| Value | Count | Frequency (%) |
| 1.014056411 | 6 | |
| 1.013690342 | 1 | < 0.1% |
| 1.013508907 | 1 | < 0.1% |
| 1.013328544 | 5 | |
| 1.012971038 | 1 | < 0.1% |
data_3g_dou_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.875609604 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 40175 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.53871075 |
| Q3 | 3.036661093 |
| 95-th percentile | 5.059834182 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 3.036661093 |
Descriptive statistics
| Standard deviation | 1.621866891 |
|---|---|
| Coefficient of variation (CV) | 0.8647145371 |
| Kurtosis | -0.7729413014 |
| Mean | 1.875609604 |
| Median Absolute Deviation (MAD) | 1.53871075 |
| Skewness | 0.5421114561 |
| Sum | 281341.4406 |
| Variance | 2.630452211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40175 | |
| 1.006406835 | 5001 | 3.3% |
| 1.023762432 | 4218 | 2.8% |
| 1.049793044 | 3392 | 2.3% |
| 1.082760975 | 3201 | 2.1% |
| 5.324077125 | 3018 | 2.0% |
| 1.121317553 | 2751 | 1.8% |
| 1.164401954 | 2676 | 1.8% |
| 1.211169962 | 2576 | 1.7% |
| 1.260942818 | 2358 | 1.6% |
| Other values (75) | 80634 |
| Value | Count | Frequency (%) |
| 0 | 40175 | |
| 1.006406835 | 5001 | 3.3% |
| 1.023762432 | 4218 | 2.8% |
| 1.049793044 | 3392 | 2.3% |
| 1.082760975 | 3201 | 2.1% |
| Value | Count | Frequency (%) |
| 5.324077125 | 3018 | |
| 5.280637862 | 1229 | |
| 5.236961704 | 869 | 0.6% |
| 5.193045981 | 743 | 0.5% |
| 5.148887986 | 631 | 0.4% |
voice_mts_out_drest_partmea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 91975 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7653093261 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 38438 |
| Zeros (%) | 25.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.010488749 |
| Q3 | 1.032177169 |
| 95-th percentile | 1.078031163 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.032177169 |
Descriptive statistics
| Standard deviation | 0.4500407247 |
|---|---|
| Coefficient of variation (CV) | 0.588050752 |
| Kurtosis | -0.7601312116 |
| Mean | 0.7653093261 |
| Median Absolute Deviation (MAD) | 0.02246281319 |
| Skewness | -1.103557318 |
| Sum | 114796.3989 |
| Variance | 0.2025366539 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38438 | 25.6% |
| 1.049793044 | 1868 | 1.2% |
| 1.013872843 | 624 | 0.4% |
| 1.006406835 | 482 | 0.3% |
| 1.003675345 | 381 | 0.3% |
| 1.00238048 | 332 | 0.2% |
| 1.001666435 | 282 | 0.2% |
| 1.023762432 | 272 | 0.2% |
| 1.001231401 | 198 | 0.1% |
| 1.000946895 | 192 | 0.1% |
| Other values (91965) | 106931 |
| Value | Count | Frequency (%) |
| 0 | 38438 | |
| 1.000000146 | 1 | < 0.1% |
| 1.000000149 | 1 | < 0.1% |
| 1.00000025 | 1 | < 0.1% |
| 1.000000255 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.445996071 | 1 | |
| 1.395148847 | 1 | |
| 1.38184211 | 1 | |
| 1.371518824 | 1 |
conn_com_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 7739 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5491352358 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 72906 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000122099 |
| Q3 | 1.019877635 |
| 95-th percentile | 1.226323128 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.019877635 |
Descriptive statistics
| Standard deviation | 0.5394627769 |
|---|---|
| Coefficient of variation (CV) | 0.9823860167 |
| Kurtosis | -1.887490521 |
| Mean | 0.5491352358 |
| Median Absolute Deviation (MAD) | 0.3999626884 |
| Skewness | 0.01221216684 |
| Sum | 82370.28537 |
| Variance | 0.2910200877 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72906 | |
| 1.164401954 | 993 | 0.7% |
| 1.082760975 | 977 | 0.7% |
| 1.049793044 | 912 | 0.6% |
| 1.03324115 | 859 | 0.6% |
| 1.023762432 | 836 | 0.6% |
| 1.480453014 | 790 | 0.5% |
| 1.017830633 | 750 | 0.5% |
| 1.013872843 | 715 | 0.5% |
| 1.011100838 | 618 | 0.4% |
| Other values (7729) | 69644 |
| Value | Count | Frequency (%) |
| 0 | 72906 | |
| 1.000002149 | 1 | < 0.1% |
| 1.000002572 | 1 | < 0.1% |
| 1.000004295 | 1 | < 0.1% |
| 1.000004655 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 790 | |
| 1.476280227 | 1 | < 0.1% |
| 1.47620348 | 1 | < 0.1% |
| 1.474729803 | 1 | < 0.1% |
| 1.473858629 | 1 | < 0.1% |
Ama_rchrgmnt_sum_mea_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_mts_in_dwork_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 105365 |
|---|---|
| Distinct (%) | 70.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9352591107 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 31767 |
| Zeros (%) | 21.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.003294368 |
| median | 1.110211671 |
| Q3 | 1.24559739 |
| 95-th percentile | 1.461823701 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.242303022 |
Descriptive statistics
| Standard deviation | 0.5008331818 |
|---|---|
| Coefficient of variation (CV) | 0.5355020615 |
| Kurtosis | -0.2483678694 |
| Mean | 0.9352591107 |
| Median Absolute Deviation (MAD) | 0.1117091982 |
| Skewness | -1.174954786 |
| Sum | 140288.8666 |
| Variance | 0.250833876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31767 | 21.2% |
| 1.480453014 | 6336 | 4.2% |
| 1.164401954 | 80 | 0.1% |
| 1.260942818 | 44 | < 0.1% |
| 1.082760975 | 34 | < 0.1% |
| 1.31316983 | 32 | < 0.1% |
| 1.113213566 | 30 | < 0.1% |
| 1.220903412 | 25 | < 0.1% |
| 1.049793044 | 24 | < 0.1% |
| 1.345493163 | 22 | < 0.1% |
| Other values (105355) | 111606 |
| Value | Count | Frequency (%) |
| 0 | 31767 | |
| 1.000000004 | 1 | < 0.1% |
| 1.000000007 | 1 | < 0.1% |
| 1.000000024 | 1 | < 0.1% |
| 1.000000054 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 6336 | |
| 1.480295305 | 1 | < 0.1% |
| 1.480285874 | 1 | < 0.1% |
| 1.48028486 | 1 | < 0.1% |
| 1.480254524 | 1 | < 0.1% |
voice_mts_in_dwork_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 127842 |
|---|---|
| Distinct (%) | 85.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9291947507 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 16933 |
| Zeros (%) | 11.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.006783628 |
| median | 1.023274038 |
| Q3 | 1.05899514 |
| 95-th percentile | 1.15678401 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0.05221151111 |
Descriptive statistics
| Standard deviation | 0.3346360291 |
|---|---|
| Coefficient of variation (CV) | 0.3601355139 |
| Kurtosis | 3.745958975 |
| Mean | 0.9291947507 |
| Median Absolute Deviation (MAD) | 0.02041957979 |
| Skewness | -2.354008187 |
| Sum | 139379.2126 |
| Variance | 0.1119812719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16933 | 11.3% |
| 1.164401954 | 3517 | 2.3% |
| 1.207704776 | 1060 | 0.7% |
| 1.049793044 | 17 | < 0.1% |
| 1.153015916 | 17 | < 0.1% |
| 1.149163881 | 11 | < 0.1% |
| 1.023762432 | 9 | < 0.1% |
| 1.013872843 | 8 | < 0.1% |
| 1.149479433 | 8 | < 0.1% |
| 1.156994549 | 8 | < 0.1% |
| Other values (127832) | 128412 |
| Value | Count | Frequency (%) |
| 0 | 16933 | |
| 1.000000002 | 1 | < 0.1% |
| 1.000000012 | 1 | < 0.1% |
| 1.00000004 | 1 | < 0.1% |
| 1.000000099 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 1060 | |
| 1.20729901 | 1 | < 0.1% |
| 1.207259983 | 1 | < 0.1% |
| 1.207103233 | 1 | < 0.1% |
| 1.207103016 | 1 | < 0.1% |
gprs_clc_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 290 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1443669725 |
| Minimum | 0 |
|---|---|
| Maximum | 24.48569652 |
| Zeros | 144715 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24.48569652 |
| Range | 24.48569652 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8680807838 |
|---|---|
| Coefficient of variation (CV) | 6.013015087 |
| Kurtosis | 87.46957125 |
| Mean | 0.1443669725 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.137811016 |
| Sum | 21655.04588 |
| Variance | 0.7535642472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144715 | |
| 2.743301695 | 2837 | 1.9% |
| 4.497536115 | 677 | 0.5% |
| 5.94129843 | 230 | 0.2% |
| 3.038469295 | 149 | 0.1% |
| 7.165976416 | 146 | 0.1% |
| 4.361696972 | 96 | 0.1% |
| 2.178222331 | 66 | < 0.1% |
| 8.233113638 | 58 | < 0.1% |
| 3.539409262 | 56 | < 0.1% |
| Other values (280) | 970 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 144715 | |
| 1.108346208 | 1 | < 0.1% |
| 1.108915123 | 11 | < 0.1% |
| 1.334265651 | 1 | < 0.1% |
| 1.334784626 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.48569652 | 1 | |
| 21.40474878 | 1 | |
| 20.85009955 | 1 | |
| 20.01343903 | 1 | |
| 18.68473021 | 1 |
conn_com_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 123078 |
|---|---|
| Distinct (%) | 82.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1121079104 |
| Minimum | -1.014056411 |
|---|---|
| Maximum | 1.014056411 |
| Zeros | 12438 |
| Zeros (%) | 8.3% |
| Negative | 60387 |
| Negative (%) | 40.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.014056411 |
|---|---|
| 5-th percentile | -1.000702339 |
| Q1 | -1.000016883 |
| median | 1.000000068 |
| Q3 | 1.000080302 |
| 95-th percentile | 1.001719027 |
| Maximum | 1.014056411 |
| Range | 2.028112821 |
| Interquartile range (IQR) | 2.000097184 |
Descriptive statistics
| Standard deviation | 0.9515447113 |
|---|---|
| Coefficient of variation (CV) | 8.487757088 |
| Kurtosis | -1.856781617 |
| Mean | 0.1121079104 |
| Median Absolute Deviation (MAD) | 0.005064464505 |
| Skewness | -0.2245263774 |
| Sum | 16816.18656 |
| Variance | 0.9054373375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12438 | 8.3% |
| 1.000012183 | 300 | 0.2% |
| 1.001424332 | 287 | 0.2% |
| 1.000108887 | 269 | 0.2% |
| 1.00095998 | 267 | 0.2% |
| -1.000012183 | 238 | 0.2% |
| 1.000300379 | 225 | 0.1% |
| -1.001424332 | 209 | 0.1% |
| 1.000584711 | 206 | 0.1% |
| -1.000108887 | 201 | 0.1% |
| Other values (123068) | 135360 |
| Value | Count | Frequency (%) |
| -1.014056411 | 2 | < 0.1% |
| -1.013328544 | 5 | |
| -1.013324262 | 1 | < 0.1% |
| -1.013151575 | 1 | < 0.1% |
| -1.012882335 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.014056411 | 14 | |
| 1.0140281 | 1 | < 0.1% |
| 1.013972018 | 1 | < 0.1% |
| 1.013878878 | 1 | < 0.1% |
| 1.013811891 | 1 | < 0.1% |
sms_clc_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00490629203 |
| Minimum | 0 |
|---|---|
| Maximum | 48.06207698 |
| Zeros | 149710 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48.06207698 |
| Range | 48.06207698 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1728601452 |
|---|---|
| Coefficient of variation (CV) | 35.23233924 |
| Kurtosis | 40292.71518 |
| Mean | 0.00490629203 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 155.8747122 |
| Sum | 735.9438046 |
| Variance | 0.0298806298 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149710 | |
| 1.604773951 | 79 | 0.1% |
| 1.604273725 | 76 | 0.1% |
| 2.46360592 | 26 | < 0.1% |
| 2.462595556 | 21 | < 0.1% |
| 3.280346311 | 12 | < 0.1% |
| 4.720691116 | 10 | < 0.1% |
| 4.030932259 | 10 | < 0.1% |
| 3.281747174 | 9 | < 0.1% |
| 1.021216128 | 6 | < 0.1% |
| Other values (22) | 41 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149710 | |
| 1.021216128 | 6 | < 0.1% |
| 1.074404269 | 2 | < 0.1% |
| 1.109437505 | 1 | < 0.1% |
| 1.237033386 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.06207698 | 1 | < 0.1% |
| 12.11664494 | 1 | < 0.1% |
| 10.60246927 | 1 | < 0.1% |
| 5.941635442 | 4 | |
| 5.939276065 | 2 |
gprs_clc_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 524 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1386325623 |
| Minimum | 0 |
|---|---|
| Maximum | 22.11876948 |
| Zeros | 137983 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.1418941 |
| Maximum | 22.11876948 |
| Range | 22.11876948 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5745634213 |
|---|---|
| Coefficient of variation (CV) | 4.14450553 |
| Kurtosis | 85.78435635 |
| Mean | 0.1386325623 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.116768609 |
| Sum | 20794.88435 |
| Variance | 0.3301231251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137983 | |
| 1.1418941 | 5507 | 3.7% |
| 1.422065134 | 1911 | 1.3% |
| 1.746290425 | 936 | 0.6% |
| 2.082028601 | 563 | 0.4% |
| 2.416222213 | 334 | 0.2% |
| 2.743301695 | 229 | 0.2% |
| 1.252922906 | 195 | 0.1% |
| 1.079958889 | 126 | 0.1% |
| 3.060936734 | 123 | 0.1% |
| Other values (514) | 2093 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 137983 | |
| 1.000101653 | 1 | < 0.1% |
| 1.003961884 | 2 | < 0.1% |
| 1.003984571 | 1 | < 0.1% |
| 1.003985559 | 28 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.11876948 | 1 | |
| 17.73875679 | 1 | |
| 13.23012189 | 1 | |
| 12.66106303 | 1 | |
| 12.422358 | 1 |
gprs_clc_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0001583117286 |
| Minimum | 0 |
|---|---|
| Maximum | 9.181785673 |
| Zeros | 149996 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9.181785673 |
| Range | 9.181785673 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03320600309 |
|---|---|
| Coefficient of variation (CV) | 209.7507454 |
| Kurtosis | 57905.64946 |
| Mean | 0.0001583117286 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 233.4564473 |
| Sum | 23.74675929 |
| Variance | 0.001102638641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149996 | |
| 3.539668309 | 2 | < 0.1% |
| 7.485636999 | 1 | < 0.1% |
| 9.181785673 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149996 | |
| 3.539668309 | 2 | < 0.1% |
| 7.485636999 | 1 | < 0.1% |
| 9.181785673 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.181785673 | 1 | < 0.1% |
| 7.485636999 | 1 | < 0.1% |
| 3.539668309 | 2 | < 0.1% |
| 0 | 149996 |
voice_in_cmpttrs_avg_durmax_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 28483 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.58778497 |
| Minimum | 0 |
|---|---|
| Maximum | 72.26558726 |
| Zeros | 19216 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 20.40034972 |
| median | 30.29798707 |
| Q3 | 39.67434205 |
| 95-th percentile | 50.7408742 |
| Maximum | 72.26558726 |
| Range | 72.26558726 |
| Interquartile range (IQR) | 19.27399233 |
Descriptive statistics
| Standard deviation | 15.10969288 |
|---|---|
| Coefficient of variation (CV) | 0.5285366772 |
| Kurtosis | -0.5203582046 |
| Mean | 28.58778497 |
| Median Absolute Deviation (MAD) | 9.612918293 |
| Skewness | -0.4599151631 |
| Sum | 4288167.745 |
| Variance | 228.3028188 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19216 | 12.8% |
| 18.80424527 | 193 | 0.1% |
| 17.89928393 | 193 | 0.1% |
| 16.30392399 | 185 | 0.1% |
| 14.97017418 | 184 | 0.1% |
| 11.36116158 | 184 | 0.1% |
| 14.23203307 | 181 | 0.1% |
| 14.03872817 | 181 | 0.1% |
| 18.03323823 | 180 | 0.1% |
| 18.55320686 | 180 | 0.1% |
| Other values (28473) | 129123 |
| Value | Count | Frequency (%) |
| 0 | 19216 | |
| 1.480453014 | 62 | < 0.1% |
| 1.839588705 | 2 | < 0.1% |
| 2.206948961 | 49 | < 0.1% |
| 2.569415055 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.26558726 | 1 | |
| 70.57514612 | 1 | |
| 66.95361725 | 1 | |
| 66.68132056 | 1 | |
| 65.31418937 | 1 |
voice_in_tar_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 108016 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1585990233 |
| Minimum | -93.49026871 |
|---|---|
| Maximum | 91.51429339 |
| Zeros | 5295 |
| Zeros (%) | 3.5% |
| Negative | 69720 |
| Negative (%) | 46.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -93.49026871 |
|---|---|
| 5-th percentile | -43.66065228 |
| Q1 | -24.13329254 |
| median | 0 |
| Q3 | 23.69401624 |
| 95-th percentile | 42.24640457 |
| Maximum | 91.51429339 |
| Range | 185.0045621 |
| Interquartile range (IQR) | 47.82730878 |
Descriptive statistics
| Standard deviation | 28.06783835 |
|---|---|
| Coefficient of variation (CV) | 176.9735888 |
| Kurtosis | -1.011511804 |
| Mean | 0.1585990233 |
| Median Absolute Deviation (MAD) | 23.87983559 |
| Skewness | -0.06007238914 |
| Sum | 23789.8535 |
| Variance | 787.8035496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5295 | 3.5% |
| -1.001424332 | 20 | < 0.1% |
| 1.021352973 | 19 | < 0.1% |
| -1.0748555 | 18 | < 0.1% |
| 1.047934251 | 16 | < 0.1% |
| -2.431015877 | 16 | < 0.1% |
| 1.207457957 | 16 | < 0.1% |
| 1.036270046 | 16 | < 0.1% |
| 1.002613096 | 16 | < 0.1% |
| 1.002283948 | 16 | < 0.1% |
| Other values (108006) | 144552 |
| Value | Count | Frequency (%) |
| -93.49026871 | 1 | |
| -92.0650141 | 1 | |
| -88.68745747 | 1 | |
| -87.29280878 | 1 | |
| -86.03053078 | 1 |
| Value | Count | Frequency (%) |
| 91.51429339 | 1 | |
| 90.23622857 | 1 | |
| 86.59957126 | 1 | |
| 84.56853951 | 1 | |
| 84.47334802 | 1 |
conn_in_uniq_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1920 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1928156148 |
| Minimum | -13.13549792 |
|---|---|
| Maximum | 11.7102286 |
| Zeros | 5381 |
| Zeros (%) | 3.6% |
| Negative | 60323 |
| Negative (%) | 40.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -13.13549792 |
|---|---|
| 5-th percentile | -1.18166954 |
| Q1 | -1.009950143 |
| median | 1.001181135 |
| Q3 | 1.045499067 |
| 95-th percentile | 1.355111198 |
| Maximum | 11.7102286 |
| Range | 24.84572652 |
| Interquartile range (IQR) | 2.05544921 |
Descriptive statistics
| Standard deviation | 1.102626759 |
|---|---|
| Coefficient of variation (CV) | 5.718555316 |
| Kurtosis | -0.6480646989 |
| Mean | 0.1928156148 |
| Median Absolute Deviation (MAD) | 0.2975288881 |
| Skewness | -0.2765631802 |
| Sum | 28922.34223 |
| Variance | 1.21578577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5381 | 3.6% |
| 1.001424332 | 1185 | 0.8% |
| 1.00095998 | 1076 | 0.7% |
| 1.000300379 | 1070 | 0.7% |
| 1.000584711 | 1041 | 0.7% |
| 1.000012183 | 1039 | 0.7% |
| 1.000108887 | 1031 | 0.7% |
| -1.001424332 | 1013 | 0.7% |
| -1.000300379 | 979 | 0.7% |
| -1.000108887 | 972 | 0.6% |
| Other values (1910) | 135213 |
| Value | Count | Frequency (%) |
| -13.13549792 | 1 | |
| -11.09817395 | 1 | |
| -10.51713077 | 1 | |
| -10.31865887 | 1 | |
| -9.086335207 | 1 |
| Value | Count | Frequency (%) |
| 11.7102286 | 1 | |
| 9.871170006 | 1 | |
| 8.550452615 | 1 | |
| 8.053792845 | 1 | |
| 7.4272096 | 1 |
voice_mts_out_nrest_partmax_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 13312 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.580460461 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 65828 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000528518 |
| Q3 | 1.012100197 |
| 95-th percentile | 1.097577944 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.012100197 |
Descriptive statistics
| Standard deviation | 0.5160738395 |
|---|---|
| Coefficient of variation (CV) | 0.8890766454 |
| Kurtosis | -1.887441389 |
| Mean | 0.580460461 |
| Median Absolute Deviation (MAD) | 0.08223245686 |
| Skewness | -0.208663323 |
| Sum | 87069.06915 |
| Variance | 0.2663322078 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65828 | |
| 1.480453014 | 753 | 0.5% |
| 1.017830633 | 691 | 0.5% |
| 1.013872843 | 681 | 0.5% |
| 1.023762432 | 672 | 0.4% |
| 1.03324115 | 662 | 0.4% |
| 1.049793044 | 652 | 0.4% |
| 1.011100838 | 614 | 0.4% |
| 1.00757098 | 593 | 0.4% |
| 1.00908403 | 581 | 0.4% |
| Other values (13302) | 78273 |
| Value | Count | Frequency (%) |
| 0 | 65828 | |
| 1.000001236 | 1 | < 0.1% |
| 1.000001379 | 1 | < 0.1% |
| 1.000001637 | 1 | < 0.1% |
| 1.000001869 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 753 | |
| 1.472113097 | 1 | < 0.1% |
| 1.471579263 | 1 | < 0.1% |
| 1.471346092 | 1 | < 0.1% |
| 1.470495757 | 1 | < 0.1% |
voice_in_tar_dur_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 135787 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.47781228 |
| Minimum | 0 |
|---|---|
| Maximum | 126.2655789 |
| Zeros | 9018 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 37.22645486 |
| median | 50.44439714 |
| Q3 | 61.11774547 |
| 95-th percentile | 75.44029529 |
| Maximum | 126.2655789 |
| Range | 126.2655789 |
| Interquartile range (IQR) | 23.89129061 |
Descriptive statistics
| Standard deviation | 20.08690553 |
|---|---|
| Coefficient of variation (CV) | 0.4230798464 |
| Kurtosis | 0.2252817857 |
| Mean | 47.47781228 |
| Median Absolute Deviation (MAD) | 11.73788688 |
| Skewness | -0.6452226574 |
| Sum | 7121671.842 |
| Variance | 403.4837737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9018 | 6.0% |
| 7.174761058 | 56 | < 0.1% |
| 5.324077125 | 54 | < 0.1% |
| 5.579883184 | 54 | < 0.1% |
| 6.965059041 | 53 | < 0.1% |
| 7.578965206 | 52 | < 0.1% |
| 5.059834182 | 51 | < 0.1% |
| 4.210401996 | 49 | < 0.1% |
| 6.5289656 | 49 | < 0.1% |
| 6.068314762 | 48 | < 0.1% |
| Other values (135777) | 140516 |
| Value | Count | Frequency (%) |
| 0 | 9018 | |
| 1.164401954 | 39 | < 0.1% |
| 1.207704776 | 1 | < 0.1% |
| 1.45108808 | 3 | < 0.1% |
| 1.480453014 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 126.2655789 | 1 | |
| 120.3958155 | 1 | |
| 118.5041754 | 1 | |
| 118.3453933 | 1 | |
| 116.8429611 | 1 |
voice_mts_out_dwork_partmea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 18976 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.829071978 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 45265 |
| Zeros (%) | 30.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.086169954 |
| Q3 | 1.226027691 |
| 95-th percentile | 1.427619825 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.226027691 |
Descriptive statistics
| Standard deviation | 0.5566286363 |
|---|---|
| Coefficient of variation (CV) | 0.6713875888 |
| Kurtosis | -1.272965752 |
| Mean | 0.829071978 |
| Median Absolute Deviation (MAD) | 0.174772864 |
| Skewness | -0.7259994029 |
| Sum | 124360.7967 |
| Variance | 0.3098354387 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45265 | |
| 1.480453014 | 5237 | 3.5% |
| 1.164401954 | 2057 | 1.4% |
| 1.260942818 | 1213 | 0.8% |
| 1.082760975 | 1142 | 0.8% |
| 1.31316983 | 766 | 0.5% |
| 1.049793044 | 759 | 0.5% |
| 1.220903412 | 643 | 0.4% |
| 1.113213566 | 628 | 0.4% |
| 1.03324115 | 572 | 0.4% |
| Other values (18966) | 91718 |
| Value | Count | Frequency (%) |
| 0 | 45265 | |
| 1.000001379 | 1 | < 0.1% |
| 1.000001953 | 1 | < 0.1% |
| 1.000004695 | 1 | < 0.1% |
| 1.000005765 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 5237 | |
| 1.478711923 | 1 | < 0.1% |
| 1.47754199 | 1 | < 0.1% |
| 1.477517332 | 1 | < 0.1% |
| 1.477223233 | 1 | < 0.1% |
voice_out_fix_tar_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 971 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1658879478 |
| Minimum | -43.03220593 |
|---|---|
| Maximum | 45.91178118 |
| Zeros | 110855 |
| Zeros (%) | 73.9% |
| Negative | 17506 |
| Negative (%) | 11.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -43.03220593 |
|---|---|
| 5-th percentile | -3.847434916 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.061712659 |
| Maximum | 45.91178118 |
| Range | 88.94398711 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.201989736 |
|---|---|
| Coefficient of variation (CV) | 19.30212398 |
| Kurtosis | 17.46768792 |
| Mean | 0.1658879478 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5169234748 |
| Sum | 24883.19217 |
| Variance | 10.25273827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 110855 | |
| 2.124878644 | 1139 | 0.8% |
| 1.514559429 | 1034 | 0.7% |
| 2.431015877 | 1009 | 0.7% |
| 1.238333209 | 999 | 0.7% |
| -2.124878644 | 964 | 0.6% |
| -1.238333209 | 949 | 0.6% |
| 1.816535297 | 943 | 0.6% |
| 1.036270046 | 842 | 0.6% |
| -2.431015877 | 833 | 0.6% |
| Other values (961) | 30433 | 20.3% |
| Value | Count | Frequency (%) |
| -43.03220593 | 1 | |
| -36.51616937 | 1 | |
| -35.54132892 | 1 | |
| -35.49286755 | 1 | |
| -33.68992808 | 1 |
| Value | Count | Frequency (%) |
| 45.91178118 | 1 | |
| 43.07788562 | 1 | |
| 38.49711904 | 1 | |
| 37.63335882 | 1 | |
| 37.23370106 | 1 |
all_clc_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 26482 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.214106583 |
| Minimum | 0 |
|---|---|
| Maximum | 53.36220261 |
| Zeros | 57764 |
| Zeros (%) | 38.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.392600001 |
| Q3 | 11.89177647 |
| 95-th percentile | 16.92062564 |
| Maximum | 53.36220261 |
| Range | 53.36220261 |
| Interquartile range (IQR) | 11.89177647 |
Descriptive statistics
| Standard deviation | 6.749969423 |
|---|---|
| Coefficient of variation (CV) | 1.086233287 |
| Kurtosis | -0.2993155916 |
| Mean | 6.214106583 |
| Median Absolute Deviation (MAD) | 2.392600001 |
| Skewness | 0.7000049713 |
| Sum | 932115.9875 |
| Variance | 45.56208721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57764 | |
| 11.23918336 | 3061 | 2.0% |
| 11.49152712 | 2983 | 2.0% |
| 1.066468818 | 2914 | 1.9% |
| 16.60934787 | 1861 | 1.2% |
| 11.73720396 | 1802 | 1.2% |
| 10.15469148 | 1769 | 1.2% |
| 1.066399103 | 1523 | 1.0% |
| 10.15463275 | 1453 | 1.0% |
| 13.89999198 | 1449 | 1.0% |
| Other values (26472) | 73421 |
| Value | Count | Frequency (%) |
| 0 | 57764 | |
| 1.000000001 | 346 | 0.2% |
| 1.000000002 | 97 | 0.1% |
| 1.000000006 | 31 | < 0.1% |
| 1.00000001 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.36220261 | 1 | |
| 44.50148964 | 1 | |
| 43.89865991 | 1 | |
| 43.01198798 | 1 | |
| 42.9163526 | 1 |
voice_out_cmpttrs_td_cnttd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3275 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1589940932 |
| Minimum | -14.53469315 |
|---|---|
| Maximum | 16.73646762 |
| Zeros | 26545 |
| Zeros (%) | 17.7% |
| Negative | 54569 |
| Negative (%) | 36.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -14.53469315 |
|---|---|
| 5-th percentile | -1.343667318 |
| Q1 | -1.004568853 |
| median | 0 |
| Q3 | 1.026925896 |
| 95-th percentile | 1.760324891 |
| Maximum | 16.73646762 |
| Range | 31.27116077 |
| Interquartile range (IQR) | 2.031494749 |
Descriptive statistics
| Standard deviation | 1.226941461 |
|---|---|
| Coefficient of variation (CV) | 7.716899645 |
| Kurtosis | 2.218554117 |
| Mean | 0.1589940932 |
| Median Absolute Deviation (MAD) | 1.012617846 |
| Skewness | 0.2100271698 |
| Sum | 23849.11398 |
| Variance | 1.505385349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26545 | 17.7% |
| 1.001424332 | 1446 | 1.0% |
| -1.001424332 | 1444 | 1.0% |
| 1.00095998 | 1364 | 0.9% |
| 1.000300379 | 1282 | 0.9% |
| 1.000584711 | 1259 | 0.8% |
| -1.00095998 | 1255 | 0.8% |
| 1.000108887 | 1242 | 0.8% |
| -1.000108887 | 1207 | 0.8% |
| 1.000012183 | 1186 | 0.8% |
| Other values (3265) | 111770 |
| Value | Count | Frequency (%) |
| -14.53469315 | 1 | |
| -10.89970914 | 1 | |
| -9.548609495 | 1 | |
| -9.487982604 | 1 | |
| -9.045725261 | 1 |
| Value | Count | Frequency (%) |
| 16.73646762 | 1 | |
| 13.79905495 | 1 | |
| 11.46947817 | 1 | |
| 10.60744677 | 1 | |
| 10.47064407 | 1 |
all_roam_clc_mea_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005595087977 |
| Minimum | 0 |
|---|---|
| Maximum | 14.64750149 |
| Zeros | 149991 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14.64750149 |
| Range | 14.64750149 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07789128842 |
|---|---|
| Coefficient of variation (CV) | 139.2136973 |
| Kurtosis | 27147.65738 |
| Mean | 0.0005595087977 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 158.0314369 |
| Sum | 83.92631965 |
| Variance | 0.006067052812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149991 | |
| 6.6639692 | 6 | < 0.1% |
| 14.64750149 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149991 | |
| 6.6639692 | 6 | < 0.1% |
| 14.64750149 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.64750149 | 3 | < 0.1% |
| 6.6639692 | 6 | < 0.1% |
| 0 | 149991 |
voice_in_tar_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 142908 |
|---|---|
| Distinct (%) | 95.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.44968096 |
| Minimum | 0 |
|---|---|
| Maximum | 131.3611317 |
| Zeros | 5291 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.41644588 |
| Q1 | 43.42147297 |
| median | 55.31718713 |
| Q3 | 65.14507229 |
| 95-th percentile | 78.31892832 |
| Maximum | 131.3611317 |
| Range | 131.3611317 |
| Interquartile range (IQR) | 21.72359932 |
Descriptive statistics
| Standard deviation | 19.10441097 |
|---|---|
| Coefficient of variation (CV) | 0.3642426536 |
| Kurtosis | 0.8144842177 |
| Mean | 52.44968096 |
| Median Absolute Deviation (MAD) | 10.68086106 |
| Skewness | -0.8299085423 |
| Sum | 7867452.144 |
| Variance | 364.9785186 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5291 | 3.5% |
| 4.494900233 | 36 | < 0.1% |
| 1.064320397 | 35 | < 0.1% |
| 3.800184121 | 35 | < 0.1% |
| 4.979292293 | 32 | < 0.1% |
| 4.326715255 | 32 | < 0.1% |
| 4.82106116 | 31 | < 0.1% |
| 3.238219425 | 31 | < 0.1% |
| 9.456586673 | 30 | < 0.1% |
| 3.042659816 | 30 | < 0.1% |
| Other values (142898) | 144417 |
| Value | Count | Frequency (%) |
| 0 | 5291 | |
| 1.064320397 | 35 | < 0.1% |
| 1.069446038 | 1 | < 0.1% |
| 1.075498494 | 3 | < 0.1% |
| 1.102789099 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 131.3611317 | 1 | |
| 124.1362369 | 1 | |
| 123.0571586 | 1 | |
| 122.844563 | 1 | |
| 122.7416832 | 1 |
voice_in_td_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 395 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.66203638 |
| Minimum | 0 |
|---|---|
| Maximum | 59.21652929 |
| Zeros | 5291 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 8.333535892 |
| median | 12.79226812 |
| Q3 | 17.05871926 |
| 95-th percentile | 23.00874495 |
| Maximum | 59.21652929 |
| Range | 59.21652929 |
| Interquartile range (IQR) | 8.725183366 |
Descriptive statistics
| Standard deviation | 6.426174455 |
|---|---|
| Coefficient of variation (CV) | 0.5075150839 |
| Kurtosis | -0.2708883462 |
| Mean | 12.66203638 |
| Median Absolute Deviation (MAD) | 4.458732229 |
| Skewness | 0.06607578901 |
| Sum | 1899305.457 |
| Variance | 41.29571812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5291 | 3.5% |
| 1.480453014 | 3104 | 2.1% |
| 2.206948961 | 2600 | 1.7% |
| 8.333535892 | 2500 | 1.7% |
| 7.578965206 | 2492 | 1.7% |
| 2.921812056 | 2472 | 1.6% |
| 7.964623589 | 2414 | 1.6% |
| 6.749901739 | 2410 | 1.6% |
| 10.26911687 | 2409 | 1.6% |
| 5.827795843 | 2406 | 1.6% |
| Other values (385) | 121902 |
| Value | Count | Frequency (%) |
| 0 | 5291 | |
| 1.480453014 | 3104 | |
| 2.206948961 | 2600 | |
| 2.921812056 | 2472 | |
| 3.590290394 | 2400 |
| Value | Count | Frequency (%) |
| 59.21652929 | 1 | |
| 53.1654599 | 1 | |
| 47.98217564 | 1 | |
| 45.96559567 | 1 | |
| 43.93535961 | 1 |
voice_out_fix_tar_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.495192993 |
| Minimum | 0 |
|---|---|
| Maximum | 85.42296424 |
| Zeros | 142147 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 17.89928393 |
| Maximum | 85.42296424 |
| Range | 85.42296424 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.79967172 |
|---|---|
| Coefficient of variation (CV) | 4.547688327 |
| Kurtosis | 26.89396831 |
| Mean | 1.495192993 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.003829726 |
| Sum | 224278.9489 |
| Variance | 46.2355355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142147 | |
| 17.89928393 | 2351 | 1.6% |
| 23.99960696 | 1531 | 1.0% |
| 28.02437138 | 945 | 0.6% |
| 31.0829974 | 663 | 0.4% |
| 33.57110757 | 470 | 0.3% |
| 35.67888361 | 309 | 0.2% |
| 37.51341156 | 255 | 0.2% |
| 39.14133654 | 199 | 0.1% |
| 40.60712622 | 186 | 0.1% |
| Other values (75) | 944 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 142147 | |
| 17.89928393 | 2351 | 1.6% |
| 23.99960696 | 1531 | 1.0% |
| 28.02437138 | 945 | 0.6% |
| 28.13874598 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 85.42296424 | 1 | |
| 85.19626803 | 1 | |
| 84.14402818 | 1 | |
| 82.39141395 | 1 | |
| 81.86161634 | 1 |
conn_com_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 123640 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9395494953 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 12375 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.00138979 |
| median | 1.007232079 |
| Q3 | 1.025105263 |
| 95-th percentile | 1.106139274 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0.02371547348 |
Descriptive statistics
| Standard deviation | 0.2837161372 |
|---|---|
| Coefficient of variation (CV) | 0.3019704002 |
| Kurtosis | 6.942796351 |
| Mean | 0.9395494953 |
| Median Absolute Deviation (MAD) | 0.006941845184 |
| Skewness | -2.955914853 |
| Sum | 140932.4243 |
| Variance | 0.08049484648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12375 | 8.2% |
| 1.064320397 | 1658 | 1.1% |
| 1.10808554 | 723 | 0.5% |
| 1.01817803 | 431 | 0.3% |
| 1.139222859 | 390 | 0.3% |
| 1.008440556 | 288 | 0.2% |
| 1.00485579 | 237 | 0.2% |
| 1.17253086 | 216 | 0.1% |
| 1.003150561 | 204 | 0.1% |
| 1.073240924 | 189 | 0.1% |
| Other values (123630) | 133289 |
| Value | Count | Frequency (%) |
| 0 | 12375 | |
| 1.000000493 | 1 | < 0.1% |
| 1.000001251 | 1 | < 0.1% |
| 1.000001457 | 1 | < 0.1% |
| 1.000001494 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 5 | < 0.1% |
| 1.196812318 | 1 | < 0.1% |
| 1.190780728 | 30 | |
| 1.183371724 | 22 | |
| 1.18303352 | 1 | < 0.1% |
voice_in_roam_clc_mea_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004385433479 |
| Minimum | 0 |
|---|---|
| Maximum | 14.46578492 |
| Zeros | 149854 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14.46578492 |
| Range | 14.46578492 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1612091874 |
|---|---|
| Coefficient of variation (CV) | 36.76014883 |
| Kurtosis | 2591.11683 |
| Mean | 0.004385433479 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 46.62854082 |
| Sum | 657.8150219 |
| Variance | 0.0259884021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149854 | |
| 2.416463558 | 58 | < 0.1% |
| 3.539646722 | 23 | < 0.1% |
| 5.079091371 | 15 | < 0.1% |
| 7.991662295 | 14 | < 0.1% |
| 5.252406607 | 8 | < 0.1% |
| 3.952631225 | 6 | < 0.1% |
| 6.370836589 | 4 | < 0.1% |
| 7.485597097 | 1 | < 0.1% |
| 10.15466212 | 1 | < 0.1% |
| Other values (16) | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149854 | |
| 2.416463558 | 58 | < 0.1% |
| 2.651022633 | 1 | < 0.1% |
| 3.539646722 | 23 | < 0.1% |
| 3.952631225 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.46578492 | 1 | |
| 13.70403779 | 1 | |
| 12.36291828 | 1 | |
| 10.25012915 | 1 | |
| 10.15466212 | 1 |
pay_p2p_in_sum_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 213 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3354046852 |
| Minimum | 0 |
|---|---|
| Maximum | 105.9960507 |
| Zeros | 147404 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 105.9960507 |
| Range | 105.9960507 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.805146362 |
|---|---|
| Coefficient of variation (CV) | 8.36346803 |
| Kurtosis | 110.8133324 |
| Mean | 0.3354046852 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.657779737 |
| Sum | 50310.70278 |
| Variance | 7.868846111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147404 | |
| 22.29933738 | 280 | 0.2% |
| 6.749901739 | 211 | 0.1% |
| 10.26911687 | 184 | 0.1% |
| 26.17309696 | 154 | 0.1% |
| 23.99960696 | 131 | 0.1% |
| 16.45925281 | 131 | 0.1% |
| 24.76754894 | 118 | 0.1% |
| 12.79226812 | 104 | 0.1% |
| 29.12504295 | 84 | 0.1% |
| Other values (203) | 1199 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 147404 | |
| 1.480453014 | 6 | < 0.1% |
| 1.619515065 | 1 | < 0.1% |
| 1.839588705 | 1 | < 0.1% |
| 2.067470177 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 105.9960507 | 1 | |
| 77.25595979 | 1 | |
| 66.64209178 | 1 | |
| 58.89491225 | 1 | |
| 57.19147541 | 1 |
content_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 469 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.920488261 |
| Minimum | 0 |
|---|---|
| Maximum | 63.98348167 |
| Zeros | 2731 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.427814651 |
| Q1 | 6.416221519 |
| median | 7.964623589 |
| Q3 | 9.434174812 |
| 95-th percentile | 12.16290549 |
| Maximum | 63.98348167 |
| Range | 63.98348167 |
| Interquartile range (IQR) | 3.017953293 |
Descriptive statistics
| Standard deviation | 2.74241549 |
|---|---|
| Coefficient of variation (CV) | 0.3462432365 |
| Kurtosis | 4.290190994 |
| Mean | 7.920488261 |
| Median Absolute Deviation (MAD) | 1.469551223 |
| Skewness | 0.2605155947 |
| Sum | 1188073.239 |
| Variance | 7.52084272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.379305185 | 2741 | 1.8% |
| 0 | 2731 | 1.8% |
| 7.578965206 | 2725 | 1.8% |
| 7.479729455 | 2704 | 1.8% |
| 7.070572791 | 2699 | 1.8% |
| 7.277660221 | 2687 | 1.8% |
| 7.964623589 | 2677 | 1.8% |
| 7.174761058 | 2662 | 1.8% |
| 7.773993599 | 2652 | 1.8% |
| 6.965059041 | 2638 | 1.8% |
| Other values (459) | 123084 |
| Value | Count | Frequency (%) |
| 0 | 2731 | |
| 1.049793044 | 251 | 0.2% |
| 1.164401954 | 141 | 0.1% |
| 1.31316983 | 307 | 0.2% |
| 1.480453014 | 216 | 0.1% |
| Value | Count | Frequency (%) |
| 63.98348167 | 1 | |
| 37.34740308 | 1 | |
| 37.03182787 | 1 | |
| 35.21460038 | 1 | |
| 33.96366636 | 1 |
voice_in_roam_clc_mea_wk1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.000354946958 |
| Minimum | 0 |
|---|---|
| Maximum | 26.62102185 |
| Zeros | 149998 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 26.62102185 |
| Range | 26.62102185 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09720590377 |
|---|---|
| Coefficient of variation (CV) | 273.8603659 |
| Kurtosis | 74997.49995 |
| Mean | 0.000354946958 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 273.8585401 |
| Sum | 53.24204369 |
| Variance | 0.009448987728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149998 | |
| 26.62102185 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149998 | |
| 26.62102185 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.62102185 | 2 | < 0.1% |
| 0 | 149998 |
com_num_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1487 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.562897349 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 72906 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.001975959 |
| Q3 | 1.054575899 |
| 95-th percentile | 1.260942818 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 1.054575899 |
Descriptive statistics
| Standard deviation | 0.5528783135 |
|---|---|
| Coefficient of variation (CV) | 0.9822009545 |
| Kurtosis | -1.895543814 |
| Mean | 0.562897349 |
| Median Absolute Deviation (MAD) | 0.3931728875 |
| Skewness | 0.009524164876 |
| Sum | 84434.60235 |
| Variance | 0.3056744295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72906 | |
| 1.164401954 | 4563 | 3.0% |
| 1.082760975 | 4555 | 3.0% |
| 1.049793044 | 3933 | 2.6% |
| 1.03324115 | 3325 | 2.2% |
| 1.023762432 | 2922 | 1.9% |
| 1.017830633 | 2442 | 1.6% |
| 1.013872843 | 2079 | 1.4% |
| 1.113213566 | 1893 | 1.3% |
| 1.011100838 | 1714 | 1.1% |
| Other values (1477) | 49668 |
| Value | Count | Frequency (%) |
| 0 | 72906 | |
| 1.000031385 | 1 | < 0.1% |
| 1.000033607 | 1 | < 0.1% |
| 1.000052132 | 1 | < 0.1% |
| 1.000073681 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 4 | |
| 1.839588705 | 4 | |
| 1.78730696 | 1 | < 0.1% |
| 1.717913664 | 1 | < 0.1% |
| 1.717913664 | 9 |
pay_p2p_in_sum_mea_wk1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 69 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03813929565 |
| Minimum | 0 |
|---|---|
| Maximum | 66.64209178 |
| Zeros | 149682 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 66.64209178 |
| Range | 66.64209178 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.923663312 |
|---|---|
| Coefficient of variation (CV) | 24.21815338 |
| Kurtosis | 908.8330776 |
| Mean | 0.03813929565 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.03140633 |
| Sum | 5720.894347 |
| Variance | 0.8531539139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149682 | |
| 22.29933738 | 29 | < 0.1% |
| 6.749901739 | 24 | < 0.1% |
| 10.26911687 | 21 | < 0.1% |
| 23.99960696 | 20 | < 0.1% |
| 24.76754894 | 20 | < 0.1% |
| 12.79226812 | 18 | < 0.1% |
| 16.45925281 | 15 | < 0.1% |
| 4.210401996 | 15 | < 0.1% |
| 26.17309696 | 13 | < 0.1% |
| Other values (59) | 143 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149682 | |
| 1.480453014 | 1 | < 0.1% |
| 2.067470177 | 1 | < 0.1% |
| 2.206948961 | 2 | < 0.1% |
| 2.921812056 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 66.64209178 | 1 | |
| 48.7308926 | 1 | |
| 40.56052196 | 1 | |
| 38.43111332 | 1 | |
| 33.75942642 | 1 |
all_home_clc_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 51623 |
|---|---|
| Distinct (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06042650251 |
| Minimum | -14.759225 |
|---|---|
| Maximum | 23.27017845 |
| Zeros | 55478 |
| Zeros (%) | 37.0% |
| Negative | 44050 |
| Negative (%) | 29.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -14.759225 |
|---|---|
| 5-th percentile | -1.29658951 |
| Q1 | -1.000470841 |
| median | 0 |
| Q3 | 1.001958276 |
| 95-th percentile | 1.395105275 |
| Maximum | 23.27017845 |
| Range | 38.02940345 |
| Interquartile range (IQR) | 2.002429117 |
Descriptive statistics
| Standard deviation | 1.097931851 |
|---|---|
| Coefficient of variation (CV) | 18.16970709 |
| Kurtosis | 7.994102085 |
| Mean | 0.06042650251 |
| Median Absolute Deviation (MAD) | 1.001152854 |
| Skewness | 0.3132545619 |
| Sum | 9063.975377 |
| Variance | 1.205454349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 55478 | |
| 1.000805781 | 595 | 0.4% |
| 1.001958276 | 594 | 0.4% |
| 1.00041444 | 579 | 0.4% |
| 1.001321381 | 536 | 0.4% |
| -1.001958276 | 506 | 0.3% |
| 1.00036145 | 504 | 0.3% |
| 1.00001685 | 486 | 0.3% |
| 1.036693105 | 476 | 0.3% |
| -1.000805781 | 469 | 0.3% |
| Other values (51613) | 89777 |
| Value | Count | Frequency (%) |
| -14.759225 | 1 | |
| -12.8515802 | 1 | |
| -12.13324913 | 1 | |
| -11.9127646 | 1 | |
| -10.21535008 | 1 |
| Value | Count | Frequency (%) |
| 23.27017845 | 1 | |
| 19.60343644 | 1 | |
| 15.02521666 | 1 | |
| 13.11714955 | 1 | |
| 12.46119431 | 1 |
voice_out_td_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 968 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.758524318 |
| Minimum | 0 |
|---|---|
| Maximum | 45.35899661 |
| Zeros | 20950 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.921812056 |
| median | 8.512204037 |
| Q3 | 13.43521855 |
| 95-th percentile | 19.95294963 |
| Maximum | 45.35899661 |
| Range | 45.35899661 |
| Interquartile range (IQR) | 10.51340649 |
Descriptive statistics
| Standard deviation | 6.514611311 |
|---|---|
| Coefficient of variation (CV) | 0.7438023889 |
| Kurtosis | -0.5129076864 |
| Mean | 8.758524318 |
| Median Absolute Deviation (MAD) | 5.249955221 |
| Skewness | 0.4074043415 |
| Sum | 1313778.648 |
| Variance | 42.44016053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20950 | 14.0% |
| 1.049793044 | 2813 | 1.9% |
| 1.164401954 | 1969 | 1.3% |
| 1.31316983 | 1586 | 1.1% |
| 1.480453014 | 1433 | 1.0% |
| 1.657607816 | 1326 | 0.9% |
| 1.839588705 | 1271 | 0.8% |
| 2.023336405 | 1162 | 0.8% |
| 2.206948961 | 1144 | 0.8% |
| 2.3892276 | 1075 | 0.7% |
| Other values (958) | 115271 |
| Value | Count | Frequency (%) |
| 0 | 20950 | |
| 1.049793044 | 2813 | 1.9% |
| 1.164401954 | 1969 | 1.3% |
| 1.31316983 | 1586 | 1.1% |
| 1.480453014 | 1433 | 1.0% |
| Value | Count | Frequency (%) |
| 45.35899661 | 1 | |
| 43.88386341 | 1 | |
| 41.79760265 | 1 | |
| 40.34306696 | 1 | |
| 38.71801766 | 1 |
vas_clc_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1512 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9756132647 |
| Minimum | 0 |
|---|---|
| Maximum | 62.76573354 |
| Zeros | 129109 |
| Zeros (%) | 86.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.750474527 |
| Maximum | 62.76573354 |
| Range | 62.76573354 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.598081747 |
|---|---|
| Coefficient of variation (CV) | 3.688020527 |
| Kurtosis | 37.65971311 |
| Mean | 0.9756132647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.417176883 |
| Sum | 146341.9897 |
| Variance | 12.94619226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 129109 | |
| 4.497536115 | 3337 | 2.2% |
| 1.604773951 | 3092 | 2.1% |
| 1.604273725 | 2278 | 1.5% |
| 7.165976416 | 1167 | 0.8% |
| 22.11876484 | 722 | 0.5% |
| 9.181785673 | 661 | 0.4% |
| 2.46360592 | 619 | 0.4% |
| 2.462595556 | 465 | 0.3% |
| 10.81975628 | 430 | 0.3% |
| Other values (1502) | 8120 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 129109 | |
| 1.000095107 | 26 | < 0.1% |
| 1.000196043 | 10 | < 0.1% |
| 1.000376763 | 1 | < 0.1% |
| 1.003494891 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 62.76573354 | 4 | |
| 61.63584073 | 1 | < 0.1% |
| 61.01672769 | 1 | < 0.1% |
| 58.11322992 | 1 | < 0.1% |
| 55.79823652 | 1 | < 0.1% |
com_num_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1822 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.010762891 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 22749 |
| Zeros (%) | 15.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.020477851 |
| median | 1.09619608 |
| Q3 | 1.260942818 |
| 95-th percentile | 1.480453014 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 0.2404649664 |
Descriptive statistics
| Standard deviation | 0.4606519109 |
|---|---|
| Coefficient of variation (CV) | 0.4557467582 |
| Kurtosis | 0.9921981189 |
| Mean | 1.010762891 |
| Median Absolute Deviation (MAD) | 0.0897892445 |
| Skewness | -1.289757646 |
| Sum | 151614.4337 |
| Variance | 0.212200183 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22749 | 15.2% |
| 1.480453014 | 12879 | 8.6% |
| 1.164401954 | 10730 | 7.2% |
| 1.082760975 | 6989 | 4.7% |
| 1.049793044 | 5017 | 3.3% |
| 1.260942818 | 4830 | 3.2% |
| 1.03324115 | 3665 | 2.4% |
| 1.113213566 | 3190 | 2.1% |
| 1.023762432 | 2791 | 1.9% |
| 1.31316983 | 2584 | 1.7% |
| Other values (1812) | 74576 |
| Value | Count | Frequency (%) |
| 0 | 22749 | |
| 1.000111981 | 1 | < 0.1% |
| 1.000116038 | 1 | < 0.1% |
| 1.000256011 | 1 | < 0.1% |
| 1.000282479 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 734 | |
| 2.060116144 | 3 | < 0.1% |
| 2.023336405 | 15 | < 0.1% |
| 1.997059825 | 1 | < 0.1% |
| 1.962026024 | 78 | 0.1% |
voice_mts_out_drest_partstd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 115513 |
|---|---|
| Distinct (%) | 77.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8548713779 |
| Minimum | 0 |
|---|---|
| Maximum | 1.17253086 |
| Zeros | 24952 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.003150561 |
| median | 1.01213261 |
| Q3 | 1.029513004 |
| 95-th percentile | 1.072713857 |
| Maximum | 1.17253086 |
| Range | 1.17253086 |
| Interquartile range (IQR) | 0.02636244323 |
Descriptive statistics
| Standard deviation | 0.38257544 |
|---|---|
| Coefficient of variation (CV) | 0.4475239783 |
| Kurtosis | 1.185407239 |
| Mean | 0.8548713779 |
| Median Absolute Deviation (MAD) | 0.01143858962 |
| Skewness | -1.776768719 |
| Sum | 128230.7067 |
| Variance | 0.1463639673 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24952 | 16.6% |
| 1.064320397 | 1868 | 1.2% |
| 1.01817803 | 446 | 0.3% |
| 1.10808554 | 304 | 0.2% |
| 1.008440556 | 301 | 0.2% |
| 1.00485579 | 201 | 0.1% |
| 1.003150561 | 184 | 0.1% |
| 1.002208149 | 148 | 0.1% |
| 1.030979552 | 148 | 0.1% |
| 1.073240924 | 133 | 0.1% |
| Other values (115503) | 121315 |
| Value | Count | Frequency (%) |
| 0 | 24952 | |
| 1.00000034 | 1 | < 0.1% |
| 1.000000421 | 1 | < 0.1% |
| 1.000000426 | 1 | < 0.1% |
| 1.000000468 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.17253086 | 1 | |
| 1.170752369 | 1 | |
| 1.170022041 | 1 | |
| 1.169220336 | 1 | |
| 1.167350334 | 1 |
pay_sum_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 17295 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2358600807 |
| Minimum | -83.07119147 |
|---|---|
| Maximum | 32.92638263 |
| Zeros | 27956 |
| Zeros (%) | 18.6% |
| Negative | 56433 |
| Negative (%) | 37.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -83.07119147 |
|---|---|
| 5-th percentile | -4.774894007 |
| Q1 | -1.765425193 |
| median | 0 |
| Q3 | 2.278539342 |
| 95-th percentile | 5.201513091 |
| Maximum | 32.92638263 |
| Range | 115.9975741 |
| Interquartile range (IQR) | 4.043964534 |
Descriptive statistics
| Standard deviation | 3.304139714 |
|---|---|
| Coefficient of variation (CV) | 14.00889758 |
| Kurtosis | 5.883963096 |
| Mean | 0.2358600807 |
| Median Absolute Deviation (MAD) | 2.022050194 |
| Skewness | -0.04985709146 |
| Sum | 35379.01211 |
| Variance | 10.91733925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27956 | 18.6% |
| 1.514559429 | 1198 | 0.8% |
| 2.278539342 | 1101 | 0.7% |
| -1.514559429 | 1061 | 0.7% |
| 3.023078865 | 982 | 0.7% |
| -2.278539342 | 892 | 0.6% |
| -3.023078865 | 791 | 0.5% |
| 2.022050194 | 739 | 0.5% |
| 2.531813523 | 711 | 0.5% |
| 1.281129869 | 702 | 0.5% |
| Other values (17285) | 113867 |
| Value | Count | Frequency (%) |
| -83.07119147 | 1 | |
| -42.61320776 | 1 | |
| -23.84058304 | 1 | |
| -21.92245502 | 1 | |
| -21.34785349 | 1 |
| Value | Count | Frequency (%) |
| 32.92638263 | 1 | |
| 30.17540335 | 1 | |
| 28.86086692 | 1 | |
| 28.77691512 | 1 | |
| 28.16934268 | 1 |
pay_p2p_in_sum_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 198 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1044991525 |
| Minimum | 0 |
|---|---|
| Maximum | 55.89530284 |
| Zeros | 148896 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 55.89530284 |
| Range | 55.89530284 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.356189167 |
|---|---|
| Coefficient of variation (CV) | 12.97799201 |
| Kurtosis | 251.6912495 |
| Mean | 0.1044991525 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.86049273 |
| Sum | 15674.87288 |
| Variance | 1.839249056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148896 | |
| 16.45925281 | 119 | 0.1% |
| 4.210401996 | 68 | < 0.1% |
| 6.749901739 | 63 | < 0.1% |
| 17.89928393 | 62 | < 0.1% |
| 18.55320686 | 60 | < 0.1% |
| 19.75525126 | 56 | < 0.1% |
| 11.61519305 | 56 | < 0.1% |
| 18.2311323 | 38 | < 0.1% |
| 2.569415055 | 37 | < 0.1% |
| Other values (188) | 545 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 148896 | |
| 1.164401954 | 3 | < 0.1% |
| 1.415357059 | 1 | < 0.1% |
| 1.480453014 | 5 | < 0.1% |
| 1.663597369 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.89530284 | 1 | |
| 47.28768379 | 1 | |
| 46.51407661 | 1 | |
| 41.43201586 | 1 | |
| 39.64619142 | 1 |
conn_out_uniq_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 8133 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.672141666 |
| Minimum | 0 |
|---|---|
| Maximum | 32.80389005 |
| Zeros | 10697 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.685092253 |
| median | 2.435806422 |
| Q3 | 3.429636177 |
| 95-th percentile | 5.500069332 |
| Maximum | 32.80389005 |
| Range | 32.80389005 |
| Interquartile range (IQR) | 1.744543923 |
Descriptive statistics
| Standard deviation | 1.611246163 |
|---|---|
| Coefficient of variation (CV) | 0.6029793195 |
| Kurtosis | 10.512478 |
| Mean | 2.672141666 |
| Median Absolute Deviation (MAD) | 0.8395298617 |
| Skewness | 1.652737893 |
| Sum | 400821.2499 |
| Variance | 2.596114199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10697 | 7.1% |
| 1.064320397 | 2966 | 2.0% |
| 1.10808554 | 1394 | 0.9% |
| 1.59627656 | 880 | 0.6% |
| 1.26210277 | 870 | 0.6% |
| 1.412203867 | 862 | 0.6% |
| 1.340902659 | 824 | 0.5% |
| 1.477823573 | 790 | 0.5% |
| 1.139222859 | 763 | 0.5% |
| 1.798128817 | 759 | 0.5% |
| Other values (8123) | 129195 |
| Value | Count | Frequency (%) |
| 0 | 10697 | |
| 1.064320397 | 2966 | 2.0% |
| 1.069446038 | 35 | < 0.1% |
| 1.075498494 | 28 | < 0.1% |
| 1.082760975 | 63 | < 0.1% |
| Value | Count | Frequency (%) |
| 32.80389005 | 1 | |
| 30.82811486 | 1 | |
| 29.33484395 | 1 | |
| 28.71854437 | 1 | |
| 28.70028059 | 1 |
all_clc_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 341 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03670886448 |
| Minimum | 0 |
|---|---|
| Maximum | 48.06207698 |
| Zeros | 148601 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48.06207698 |
| Range | 48.06207698 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5398040759 |
|---|---|
| Coefficient of variation (CV) | 14.70500609 |
| Kurtosis | 1013.829363 |
| Mean | 0.03670886448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.74637638 |
| Sum | 5506.329672 |
| Variance | 0.2913884404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148601 | |
| 1.604773951 | 163 | 0.1% |
| 2.463172916 | 149 | 0.1% |
| 1.169725207 | 126 | 0.1% |
| 1.604273725 | 118 | 0.1% |
| 4.0319091 | 54 | < 0.1% |
| 2.46360592 | 43 | < 0.1% |
| 5.353447327 | 31 | < 0.1% |
| 1.335206418 | 28 | < 0.1% |
| 2.462595556 | 27 | < 0.1% |
| Other values (331) | 660 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 148601 | |
| 1.00000001 | 24 | < 0.1% |
| 1.00000004 | 1 | < 0.1% |
| 1.00000009 | 2 | < 0.1% |
| 1.00000016 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.06207698 | 1 | |
| 25.55063453 | 1 | |
| 24.45631888 | 1 | |
| 23.90940436 | 1 | |
| 23.16295481 | 1 |
all_roam_clc_min_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
pay_p2p_out_sum_max_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_cmpttrs_td_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 186 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.288276554 |
| Minimum | 0 |
|---|---|
| Maximum | 41.87800273 |
| Zeros | 33653 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.480453014 |
| median | 2.921812056 |
| Q3 | 6.30189811 |
| 95-th percentile | 12.79226812 |
| Maximum | 41.87800273 |
| Range | 41.87800273 |
| Interquartile range (IQR) | 4.821445097 |
Descriptive statistics
| Standard deviation | 4.191685197 |
|---|---|
| Coefficient of variation (CV) | 0.9774754832 |
| Kurtosis | 1.795735936 |
| Mean | 4.288276554 |
| Median Absolute Deviation (MAD) | 2.905983788 |
| Skewness | 1.281362055 |
| Sum | 643241.4831 |
| Variance | 17.57022479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33653 | |
| 1.480453014 | 18580 | |
| 2.206948961 | 13899 | 9.3% |
| 2.921812056 | 10979 | 7.3% |
| 3.590290394 | 8756 | 5.8% |
| 4.210401996 | 7254 | 4.8% |
| 4.786566308 | 6221 | 4.1% |
| 5.324077125 | 5165 | 3.4% |
| 5.827795843 | 4515 | 3.0% |
| 6.30189811 | 3863 | 2.6% |
| Other values (176) | 37115 |
| Value | Count | Frequency (%) |
| 0 | 33653 | |
| 1.480453014 | 18580 | |
| 2.206948961 | 13899 | |
| 2.921812056 | 10979 | 7.3% |
| 3.590290394 | 8756 | 5.8% |
| Value | Count | Frequency (%) |
| 41.87800273 | 1 | |
| 35.5806682 | 1 | |
| 35.18084635 | 1 | |
| 34.94227725 | 1 | |
| 34.30953264 | 1 |
voice_mts_out_nrest_partstd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 87277 |
|---|---|
| Distinct (%) | 58.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7032793865 |
| Minimum | 0 |
|---|---|
| Maximum | 1.140769731 |
| Zeros | 45276 |
| Zeros (%) | 30.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000865818 |
| Q3 | 1.004504846 |
| 95-th percentile | 1.025324967 |
| Maximum | 1.140769731 |
| Range | 1.140769731 |
| Interquartile range (IQR) | 1.004504846 |
Descriptive statistics
| Standard deviation | 0.4625553467 |
|---|---|
| Coefficient of variation (CV) | 0.657712078 |
| Kurtosis | -1.255007746 |
| Mean | 0.7032793865 |
| Median Absolute Deviation (MAD) | 0.005369506321 |
| Skewness | -0.8614327552 |
| Sum | 105491.908 |
| Variance | 0.2139574488 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45276 | |
| 1.064320397 | 875 | 0.6% |
| 1.01817803 | 401 | 0.3% |
| 1.008440556 | 365 | 0.2% |
| 1.00485579 | 342 | 0.2% |
| 1.003150561 | 313 | 0.2% |
| 1.001256603 | 273 | 0.2% |
| 1.001633101 | 273 | 0.2% |
| 1.002208149 | 266 | 0.2% |
| 1.00099675 | 236 | 0.2% |
| Other values (87267) | 101380 |
| Value | Count | Frequency (%) |
| 0 | 45276 | |
| 1.000000085 | 1 | < 0.1% |
| 1.000000103 | 1 | < 0.1% |
| 1.000000137 | 1 | < 0.1% |
| 1.000000211 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.140769731 | 1 | |
| 1.139668042 | 1 | |
| 1.139222859 | 2 | |
| 1.135250307 | 1 | |
| 1.133189497 | 1 |
voice_in_td_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3273 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.165108179 |
| Minimum | 0 |
|---|---|
| Maximum | 56.68893744 |
| Zeros | 5291 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.023762432 |
| Q1 | 4.551495545 |
| median | 8.887100309 |
| Q3 | 13.15467251 |
| 95-th percentile | 19.02946245 |
| Maximum | 56.68893744 |
| Range | 56.68893744 |
| Interquartile range (IQR) | 8.603176966 |
Descriptive statistics
| Standard deviation | 5.740146848 |
|---|---|
| Coefficient of variation (CV) | 0.6263043203 |
| Kurtosis | -0.2570566348 |
| Mean | 9.165108179 |
| Median Absolute Deviation (MAD) | 4.303082708 |
| Skewness | 0.4117062828 |
| Sum | 1374766.227 |
| Variance | 32.94928584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5291 | 3.5% |
| 1.006406835 | 1496 | 1.0% |
| 1.023762432 | 1088 | 0.7% |
| 1.049793044 | 868 | 0.6% |
| 1.082760975 | 823 | 0.5% |
| 1.121317553 | 697 | 0.5% |
| 1.164401954 | 673 | 0.4% |
| 1.211169962 | 618 | 0.4% |
| 1.260942818 | 608 | 0.4% |
| 1.480453014 | 603 | 0.4% |
| Other values (3263) | 137235 |
| Value | Count | Frequency (%) |
| 0 | 5291 | |
| 1.006406835 | 1496 | 1.0% |
| 1.00757098 | 28 | < 0.1% |
| 1.00908403 | 27 | < 0.1% |
| 1.011100838 | 45 | < 0.1% |
| Value | Count | Frequency (%) |
| 56.68893744 | 1 | |
| 46.0243076 | 1 | |
| 43.62059579 | 1 | |
| 42.60177361 | 1 | |
| 36.80498104 | 1 |
data_3g_dou_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5728755177 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 120427 |
| Zeros (%) | 80.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.210401996 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.300831221 |
|---|---|
| Coefficient of variation (CV) | 2.270704859 |
| Kurtosis | 4.357529175 |
| Mean | 0.5728755177 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.312328977 |
| Sum | 85931.32765 |
| Variance | 1.692161866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120427 | |
| 1.480453014 | 9122 | 6.1% |
| 2.206948961 | 5910 | 3.9% |
| 2.921812056 | 3803 | 2.5% |
| 5.324077125 | 3018 | 2.0% |
| 3.590290394 | 2838 | 1.9% |
| 4.786566308 | 2533 | 1.7% |
| 4.210401996 | 2349 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 120427 | |
| 1.480453014 | 9122 | 6.1% |
| 2.206948961 | 5910 | 3.9% |
| 2.921812056 | 3803 | 2.5% |
| 3.590290394 | 2838 | 1.9% |
| Value | Count | Frequency (%) |
| 5.324077125 | 3018 | |
| 4.786566308 | 2533 | |
| 4.210401996 | 2349 | |
| 3.590290394 | 2838 | |
| 2.921812056 | 3803 |
voice_mts_in_nrest_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 50056 |
|---|---|
| Distinct (%) | 33.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3563067499 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 97641 |
| Zeros (%) | 65.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000456105 |
| 95-th percentile | 1.032647509 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.000456105 |
Descriptive statistics
| Standard deviation | 0.4877014961 |
|---|---|
| Coefficient of variation (CV) | 1.368768614 |
| Kurtosis | -1.542879134 |
| Mean | 0.3563067499 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6506450412 |
| Sum | 53446.01248 |
| Variance | 0.2378527493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97641 | |
| 1.480453014 | 232 | 0.2% |
| 1.013872843 | 11 | < 0.1% |
| 1.005491992 | 10 | < 0.1% |
| 1.000793598 | 9 | < 0.1% |
| 1.002631002 | 9 | < 0.1% |
| 1.001538264 | 9 | < 0.1% |
| 1.049793044 | 9 | < 0.1% |
| 1.03324115 | 9 | < 0.1% |
| 1.002164112 | 8 | < 0.1% |
| Other values (50046) | 52053 |
| Value | Count | Frequency (%) |
| 0 | 97641 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 232 | |
| 1.480071558 | 1 | < 0.1% |
| 1.479224271 | 1 | < 0.1% |
| 1.478897515 | 1 | < 0.1% |
| 1.478298896 | 1 | < 0.1% |
voice_in_fix_tar_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1869 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.439516477 |
| Minimum | 0 |
|---|---|
| Maximum | 102.8718192 |
| Zeros | 107879 |
| Zeros (%) | 71.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7.578965206 |
| 95-th percentile | 29.94329553 |
| Maximum | 102.8718192 |
| Range | 102.8718192 |
| Interquartile range (IQR) | 7.578965206 |
Descriptive statistics
| Standard deviation | 10.88750438 |
|---|---|
| Coefficient of variation (CV) | 2.001557386 |
| Kurtosis | 6.056605931 |
| Mean | 5.439516477 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.38100426 |
| Sum | 815927.4715 |
| Variance | 118.5377516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107879 | |
| 1.480453014 | 922 | 0.6% |
| 9.354248899 | 809 | 0.5% |
| 8.687248223 | 799 | 0.5% |
| 10.26911687 | 757 | 0.5% |
| 9.027097853 | 719 | 0.5% |
| 9.974411855 | 713 | 0.5% |
| 9.669720902 | 712 | 0.5% |
| 7.964623589 | 666 | 0.4% |
| 10.55454345 | 621 | 0.4% |
| Other values (1859) | 35403 | 23.6% |
| Value | Count | Frequency (%) |
| 0 | 107879 | |
| 1.480453014 | 922 | 0.6% |
| 2.206948961 | 203 | 0.1% |
| 2.921812056 | 204 | 0.1% |
| 3.590290394 | 240 | 0.2% |
| Value | Count | Frequency (%) |
| 102.8718192 | 1 | |
| 95.82564678 | 1 | |
| 89.58833618 | 1 | |
| 88.82545102 | 1 | |
| 87.20230736 | 1 |
ks_num_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1295 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6029783905 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 65957 |
| Zeros (%) | 44.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.005491992 |
| Q3 | 1.049793044 |
| 95-th percentile | 1.200726152 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.049793044 |
Descriptive statistics
| Standard deviation | 0.5391205552 |
|---|---|
| Coefficient of variation (CV) | 0.8940959803 |
| Kurtosis | -1.862069192 |
| Mean | 0.6029783905 |
| Median Absolute Deviation (MAD) | 0.1589099624 |
| Skewness | -0.180403 |
| Sum | 90446.75858 |
| Variance | 0.290650973 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65957 | |
| 1.082760975 | 5131 | 3.4% |
| 1.164401954 | 4913 | 3.3% |
| 1.049793044 | 4846 | 3.2% |
| 1.03324115 | 4108 | 2.7% |
| 1.023762432 | 3618 | 2.4% |
| 1.017830633 | 2964 | 2.0% |
| 1.013872843 | 2587 | 1.7% |
| 1.011100838 | 2272 | 1.5% |
| 1.480453014 | 2173 | 1.4% |
| Other values (1285) | 51431 |
| Value | Count | Frequency (%) |
| 0 | 65957 | |
| 1.000039806 | 1 | < 0.1% |
| 1.00004415 | 1 | < 0.1% |
| 1.000068302 | 1 | < 0.1% |
| 1.000072432 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2173 | |
| 1.442193484 | 1 | < 0.1% |
| 1.434604799 | 1 | < 0.1% |
| 1.431359359 | 2 | < 0.1% |
| 1.427619825 | 1 | < 0.1% |
pay_p2p_out_sum_std_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 151 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04798090494 |
| Minimum | 0 |
|---|---|
| Maximum | 65.91130884 |
| Zeros | 149389 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 65.91130884 |
| Range | 65.91130884 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9217944728 |
|---|---|
| Coefficient of variation (CV) | 19.21169419 |
| Kurtosis | 906.4096913 |
| Mean | 0.04798090494 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.27368728 |
| Sum | 7197.135741 |
| Variance | 0.84970505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149389 | |
| 4.210401996 | 79 | 0.1% |
| 6.749901739 | 55 | < 0.1% |
| 8.687248223 | 36 | < 0.1% |
| 2.569415055 | 30 | < 0.1% |
| 11.61519305 | 30 | < 0.1% |
| 5.579883184 | 27 | < 0.1% |
| 16.45925281 | 26 | < 0.1% |
| 7.773993599 | 19 | < 0.1% |
| 19.75525126 | 17 | < 0.1% |
| Other values (141) | 292 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 149389 | |
| 1.000000002 | 1 | < 0.1% |
| 1.164401954 | 4 | < 0.1% |
| 1.480453014 | 5 | < 0.1% |
| 1.839588705 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 65.91130884 | 1 | |
| 60.63632907 | 1 | |
| 44.31063605 | 1 | |
| 43.93535961 | 1 | |
| 40.73454477 | 1 |
block_all_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.80897689 |
| Minimum | 0 |
|---|---|
| Maximum | 178.2267327 |
| Zeros | 135851 |
| Zeros (%) | 90.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 178.2267327 |
| Maximum | 178.2267327 |
| Range | 178.2267327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 52.08548322 |
|---|---|
| Coefficient of variation (CV) | 3.098670643 |
| Kurtosis | 5.706669342 |
| Mean | 16.80897689 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.776038838 |
| Sum | 2521346.533 |
| Variance | 2712.897562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135851 | |
| 178.2267327 | 14094 | 9.4% |
| 178.2266446 | 19 | < 0.1% |
| 178.2266886 | 8 | < 0.1% |
| 140.8312045 | 1 | < 0.1% |
| 172.3802955 | 1 | < 0.1% |
| 172.062662 | 1 | < 0.1% |
| 141.6716308 | 1 | < 0.1% |
| 166.7178705 | 1 | < 0.1% |
| 151.4993251 | 1 | < 0.1% |
| Other values (22) | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 135851 | |
| 140.8312045 | 1 | < 0.1% |
| 140.9610465 | 1 | < 0.1% |
| 141.6716308 | 1 | < 0.1% |
| 144.2269361 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.2267327 | 14094 | |
| 178.2266886 | 8 | < 0.1% |
| 178.2266446 | 19 | < 0.1% |
| 178.2266006 | 1 | < 0.1% |
| 178.2252358 | 1 | < 0.1% |
voice_in_cmpttrs_td_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 210 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.483484132 |
| Minimum | 0 |
|---|---|
| Maximum | 41.87800273 |
| Zeros | 19216 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.206948961 |
| median | 4.210401996 |
| Q3 | 7.964623589 |
| 95-th percentile | 14.23203307 |
| Maximum | 41.87800273 |
| Range | 41.87800273 |
| Interquartile range (IQR) | 5.757674628 |
Descriptive statistics
| Standard deviation | 4.502489326 |
|---|---|
| Coefficient of variation (CV) | 0.8211000921 |
| Kurtosis | 1.190721809 |
| Mean | 5.483484132 |
| Median Absolute Deviation (MAD) | 2.729948982 |
| Skewness | 1.057741718 |
| Sum | 822522.6199 |
| Variance | 20.27241013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19216 | 12.8% |
| 1.480453014 | 14841 | 9.9% |
| 2.206948961 | 12828 | 8.6% |
| 2.921812056 | 10956 | 7.3% |
| 3.590290394 | 9371 | 6.2% |
| 4.210401996 | 8043 | 5.4% |
| 4.786566308 | 7027 | 4.7% |
| 5.324077125 | 6143 | 4.1% |
| 5.827795843 | 5452 | 3.6% |
| 6.30189811 | 4748 | 3.2% |
| Other values (200) | 51375 |
| Value | Count | Frequency (%) |
| 0 | 19216 | |
| 1.480453014 | 14841 | |
| 2.206948961 | 12828 | |
| 2.921812056 | 10956 | |
| 3.590290394 | 9371 |
| Value | Count | Frequency (%) |
| 41.87800273 | 1 | |
| 37.45588525 | 1 | |
| 35.5806682 | 1 | |
| 35.18084635 | 1 | |
| 34.94227725 | 1 |
pay_sum_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 8133 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.65931381 |
| Minimum | 0 |
|---|---|
| Maximum | 66.75724731 |
| Zeros | 51239 |
| Zeros (%) | 34.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.20345623 |
| Q3 | 19.75525126 |
| 95-th percentile | 25.13417803 |
| Maximum | 66.75724731 |
| Range | 66.75724731 |
| Interquartile range (IQR) | 19.75525126 |
Descriptive statistics
| Standard deviation | 9.986058331 |
|---|---|
| Coefficient of variation (CV) | 0.7888309333 |
| Kurtosis | -1.19060664 |
| Mean | 12.65931381 |
| Median Absolute Deviation (MAD) | 5.197680594 |
| Skewness | -0.167209929 |
| Sum | 1898897.072 |
| Variance | 99.72136099 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51239 | |
| 16.45925281 | 8829 | 5.9% |
| 19.75525126 | 8450 | 5.6% |
| 17.89928393 | 7516 | 5.0% |
| 18.55320686 | 5690 | 3.8% |
| 22.29933738 | 5111 | 3.4% |
| 18.2311323 | 4733 | 3.2% |
| 24.76754894 | 3835 | 2.6% |
| 19.17043973 | 3795 | 2.5% |
| 21.34785349 | 2771 | 1.8% |
| Other values (8123) | 48031 |
| Value | Count | Frequency (%) |
| 0 | 51239 | |
| 1.00238048 | 1 | < 0.1% |
| 1.007426595 | 1 | < 0.1% |
| 1.00908403 | 1 | < 0.1% |
| 1.012843391 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 66.75724731 | 1 | |
| 61.84663241 | 1 | |
| 61.25789741 | 1 | |
| 57.02418135 | 1 | |
| 56.77016268 | 1 |
abon_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3366 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3256629077 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 116279 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.606348772 |
|---|---|
| Coefficient of variation (CV) | 1.861890801 |
| Kurtosis | -0.2024437399 |
| Mean | 0.3256629077 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.33430866 |
| Sum | 48849.43616 |
| Variance | 0.3676588333 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116279 | |
| 1.480453014 | 23690 | 15.8% |
| 1.462337126 | 885 | 0.6% |
| 1.47648215 | 363 | 0.2% |
| 1.44763168 | 325 | 0.2% |
| 1.435460395 | 316 | 0.2% |
| 1.473118561 | 174 | 0.1% |
| 1.000669728 | 163 | 0.1% |
| 1.434608471 | 136 | 0.1% |
| 1.445251046 | 134 | 0.1% |
| Other values (3356) | 7535 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 116279 | |
| 1.000000012 | 1 | < 0.1% |
| 1.000000025 | 1 | < 0.1% |
| 1.00000003 | 1 | < 0.1% |
| 1.00000004 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 23690 | |
| 1.480452674 | 95 | 0.1% |
| 1.480452589 | 1 | < 0.1% |
| 1.480452572 | 2 | < 0.1% |
| 1.480452549 | 11 | < 0.1% |
sms_out_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 4326 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7582952059 |
| Minimum | 0 |
|---|---|
| Maximum | 38.96156253 |
| Zeros | 90768 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.1237696 |
| 95-th percentile | 2.733143342 |
| Maximum | 38.96156253 |
| Range | 38.96156253 |
| Interquartile range (IQR) | 1.1237696 |
Descriptive statistics
| Standard deviation | 1.601688083 |
|---|---|
| Coefficient of variation (CV) | 2.112222351 |
| Kurtosis | 60.16824283 |
| Mean | 0.7582952059 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.074912727 |
| Sum | 113744.2809 |
| Variance | 2.565404715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90768 | |
| 1.064320397 | 16670 | 11.1% |
| 1.207704776 | 4800 | 3.2% |
| 1.10808554 | 4481 | 3.0% |
| 1.23367744 | 2638 | 1.8% |
| 1.38913981 | 1728 | 1.2% |
| 1.139222859 | 1209 | 0.8% |
| 1.251588959 | 1153 | 0.8% |
| 1.589289213 | 1068 | 0.7% |
| 1.59627656 | 780 | 0.5% |
| Other values (4316) | 24705 | 16.5% |
| Value | Count | Frequency (%) |
| 0 | 90768 | |
| 1.064320397 | 16670 | 11.1% |
| 1.069446038 | 106 | 0.1% |
| 1.075498494 | 93 | 0.1% |
| 1.082760975 | 99 | 0.1% |
| Value | Count | Frequency (%) |
| 38.96156253 | 1 | |
| 37.62877553 | 1 | |
| 37.12800483 | 1 | |
| 35.16842033 | 1 | |
| 31.69051043 | 1 |
sms_in_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 113 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9445789829 |
| Minimum | 0 |
|---|---|
| Maximum | 53.68454695 |
| Zeros | 104157 |
| Zeros (%) | 69.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.480453014 |
| 95-th percentile | 4.786566308 |
| Maximum | 53.68454695 |
| Range | 53.68454695 |
| Interquartile range (IQR) | 1.480453014 |
Descriptive statistics
| Standard deviation | 1.939075757 |
|---|---|
| Coefficient of variation (CV) | 2.052846604 |
| Kurtosis | 22.59859729 |
| Mean | 0.9445789829 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.56873278 |
| Sum | 141686.8474 |
| Variance | 3.760014791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 104157 | |
| 1.480453014 | 17775 | 11.8% |
| 2.206948961 | 9066 | 6.0% |
| 2.921812056 | 5169 | 3.4% |
| 3.590290394 | 3379 | 2.3% |
| 4.210401996 | 2310 | 1.5% |
| 4.786566308 | 1599 | 1.1% |
| 5.324077125 | 1239 | 0.8% |
| 5.827795843 | 921 | 0.6% |
| 6.30189811 | 712 | 0.5% |
| Other values (103) | 3673 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 104157 | |
| 1.480453014 | 17775 | 11.8% |
| 2.206948961 | 9066 | 6.0% |
| 2.921812056 | 5169 | 3.4% |
| 3.590290394 | 3379 | 2.3% |
| Value | Count | Frequency (%) |
| 53.68454695 | 1 | |
| 34.52363878 | 1 | |
| 33.72196682 | 1 | |
| 32.30079542 | 1 | |
| 30.43008269 | 1 |
conn_in_uniq_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 136 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.920209475 |
| Minimum | 0 |
|---|---|
| Maximum | 45.36326133 |
| Zeros | 15250 |
| Zeros (%) | 10.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.206948961 |
| median | 4.786566308 |
| Q3 | 6.749901739 |
| 95-th percentile | 10.83132398 |
| Maximum | 45.36326133 |
| Range | 45.36326133 |
| Interquartile range (IQR) | 4.542952778 |
Descriptive statistics
| Standard deviation | 3.370560224 |
|---|---|
| Coefficient of variation (CV) | 0.6850440496 |
| Kurtosis | 1.318442188 |
| Mean | 4.920209475 |
| Median Absolute Deviation (MAD) | 2.38819475 |
| Skewness | 0.8352435088 |
| Sum | 738031.4213 |
| Variance | 11.36067622 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15250 | 10.2% |
| 2.206948961 | 12392 | 8.3% |
| 1.480453014 | 12103 | 8.1% |
| 2.921812056 | 12066 | 8.0% |
| 3.590290394 | 11881 | 7.9% |
| 4.210401996 | 10726 | 7.2% |
| 4.786566308 | 9918 | 6.6% |
| 5.324077125 | 8747 | 5.8% |
| 5.827795843 | 7702 | 5.1% |
| 6.30189811 | 6647 | 4.4% |
| Other values (126) | 42568 |
| Value | Count | Frequency (%) |
| 0 | 15250 | |
| 1.480453014 | 12103 | |
| 2.206948961 | 12392 | |
| 2.921812056 | 12066 | |
| 3.590290394 | 11881 |
| Value | Count | Frequency (%) |
| 45.36326133 | 1 | |
| 33.10839141 | 1 | |
| 32.62957291 | 1 | |
| 28.96576819 | 2 | |
| 28.75032958 | 1 |
pay_sum_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002382263853 |
| Minimum | -96.77280395 |
|---|---|
| Maximum | 48.7308926 |
| Zeros | 149892 |
| Zeros (%) | 99.9% |
| Negative | 39 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -96.77280395 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48.7308926 |
| Range | 145.5036965 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6728243498 |
|---|---|
| Coefficient of variation (CV) | -282.4306589 |
| Kurtosis | 5740.709496 |
| Mean | -0.002382263853 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -51.08546927 |
| Sum | -357.339578 |
| Variance | 0.4526926057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149892 | |
| 16.45925281 | 6 | < 0.1% |
| 10.26911687 | 6 | < 0.1% |
| 6.749901739 | 3 | < 0.1% |
| 9.354248899 | 2 | < 0.1% |
| 8.687248223 | 2 | < 0.1% |
| 7.578965206 | 2 | < 0.1% |
| 2.206948961 | 2 | < 0.1% |
| 15.82363655 | 2 | < 0.1% |
| 23.99960696 | 2 | < 0.1% |
| Other values (76) | 81 | 0.1% |
| Value | Count | Frequency (%) |
| -96.77280395 | 1 | |
| -54.2673009 | 1 | |
| -53.44402399 | 1 | |
| -51.0371377 | 1 | |
| -50.5036722 | 1 |
| Value | Count | Frequency (%) |
| 48.7308926 | 1 | |
| 26.37089152 | 1 | |
| 25.59507307 | 1 | |
| 24.76754894 | 1 | |
| 23.99960696 | 2 |
ama_volume_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1801 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05760666673 |
| Minimum | 0 |
|---|---|
| Maximum | 1.000000101 |
| Zeros | 141359 |
| Zeros (%) | 94.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1.000000101 |
| Range | 1.000000101 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2329989285 |
|---|---|
| Coefficient of variation (CV) | 4.04465215 |
| Kurtosis | 12.42068402 |
| Mean | 0.05760666673 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.797435768 |
| Sum | 8641.00001 |
| Variance | 0.05428850067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141359 | |
| 1 | 1419 | 0.9% |
| 1 | 832 | 0.6% |
| 1 | 395 | 0.3% |
| 1 | 339 | 0.2% |
| 1 | 306 | 0.2% |
| 1 | 258 | 0.2% |
| 1 | 224 | 0.1% |
| 1 | 174 | 0.1% |
| 1 | 141 | 0.1% |
| Other values (1791) | 4553 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 141359 | |
| 1 | 258 | 0.2% |
| 1 | 3 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 33 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000000101 | 1 | |
| 1.000000062 | 1 | |
| 1.000000061 | 1 | |
| 1.000000057 | 1 | |
| 1.000000052 | 1 |
vas_clc_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01031482453 |
| Minimum | 0 |
|---|---|
| Maximum | 48.06207698 |
| Zeros | 149448 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48.06207698 |
| Range | 48.06207698 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2580438567 |
|---|---|
| Coefficient of variation (CV) | 25.01679557 |
| Kurtosis | 9233.505917 |
| Mean | 0.01031482453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 69.54087445 |
| Sum | 1547.22368 |
| Variance | 0.06658663196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149448 | |
| 1.169725207 | 108 | 0.1% |
| 1.604773951 | 96 | 0.1% |
| 1.604273725 | 80 | 0.1% |
| 2.46360592 | 32 | < 0.1% |
| 2.462595556 | 27 | < 0.1% |
| 3.280346311 | 15 | < 0.1% |
| 1.021216128 | 13 | < 0.1% |
| 3.281747174 | 12 | < 0.1% |
| 4.030932259 | 12 | < 0.1% |
| Other values (75) | 157 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149448 | |
| 1.021216128 | 13 | < 0.1% |
| 1.074404269 | 4 | < 0.1% |
| 1.109437505 | 1 | < 0.1% |
| 1.109485035 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.06207698 | 1 | |
| 18.66347575 | 1 | |
| 16.36704634 | 1 | |
| 15.47632245 | 1 | |
| 15.34369807 | 1 |
voice_in_td_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 4809 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.702330631 |
| Minimum | 0 |
|---|---|
| Maximum | 27.15545289 |
| Zeros | 9149 |
| Zeros (%) | 6.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.533204418 |
| median | 4.283814442 |
| Q3 | 6.433045853 |
| 95-th percentile | 10.21822141 |
| Maximum | 27.15545289 |
| Range | 27.15545289 |
| Interquartile range (IQR) | 3.899841435 |
Descriptive statistics
| Standard deviation | 2.990732885 |
|---|---|
| Coefficient of variation (CV) | 0.6360107614 |
| Kurtosis | 1.15733908 |
| Mean | 4.702330631 |
| Median Absolute Deviation (MAD) | 1.918282351 |
| Skewness | 0.8565669058 |
| Sum | 705349.5946 |
| Variance | 8.944483188 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9149 | 6.1% |
| 1.164401954 | 3619 | 2.4% |
| 1.45108808 | 2441 | 1.6% |
| 1.839588705 | 1924 | 1.3% |
| 2.365532092 | 1625 | 1.1% |
| 1.207704776 | 1498 | 1.0% |
| 1.992306409 | 1478 | 1.0% |
| 1.480453014 | 1431 | 1.0% |
| 1.7768194 | 1325 | 0.9% |
| 1.663597369 | 1282 | 0.9% |
| Other values (4799) | 124228 |
| Value | Count | Frequency (%) |
| 0 | 9149 | |
| 1.164401954 | 3619 | 2.4% |
| 1.207704776 | 1498 | 1.0% |
| 1.356301179 | 1162 | 0.8% |
| 1.45108808 | 2441 | 1.6% |
| Value | Count | Frequency (%) |
| 27.15545289 | 1 | |
| 26.64474707 | 1 | |
| 26.12019932 | 1 | |
| 25.8168204 | 1 | |
| 25.10051599 | 1 |
sms_roam_clc_max_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
all_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 983 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.55901639 |
| Minimum | 0 |
|---|---|
| Maximum | 108.94848 |
| Zeros | 6856 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 11.61519305 |
| median | 18.03323823 |
| Q3 | 23.5966197 |
| 95-th percentile | 31.2638419 |
| Maximum | 108.94848 |
| Range | 108.94848 |
| Interquartile range (IQR) | 11.98142665 |
Descriptive statistics
| Standard deviation | 8.83431241 |
|---|---|
| Coefficient of variation (CV) | 0.5031211439 |
| Kurtosis | 0.9055000221 |
| Mean | 17.55901639 |
| Median Absolute Deviation (MAD) | 5.929651335 |
| Skewness | 0.1359181652 |
| Sum | 2633852.458 |
| Variance | 78.04507576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6856 | 4.6% |
| 2.921812056 | 1505 | 1.0% |
| 8.687248223 | 1347 | 0.9% |
| 5.324077125 | 1339 | 0.9% |
| 8.333535892 | 1328 | 0.9% |
| 9.027097853 | 1326 | 0.9% |
| 7.964623589 | 1317 | 0.9% |
| 6.749901739 | 1313 | 0.9% |
| 7.578965206 | 1311 | 0.9% |
| 9.354248899 | 1281 | 0.9% |
| Other values (973) | 131077 |
| Value | Count | Frequency (%) |
| 0 | 6856 | |
| 1.480453014 | 1140 | 0.8% |
| 2.206948961 | 1020 | 0.7% |
| 2.921812056 | 1505 | 1.0% |
| 3.590290394 | 1206 | 0.8% |
| Value | Count | Frequency (%) |
| 108.94848 | 1 | |
| 99.87082802 | 1 | |
| 96.66426997 | 1 | |
| 95.02855702 | 1 | |
| 94.77430364 | 1 |
voice_in_short_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1120 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5452682128 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 69414 |
| Zeros (%) | 46.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000377062 |
| Q3 | 1.002923264 |
| 95-th percentile | 1.023762432 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.002923264 |
Descriptive statistics
| Standard deviation | 0.5076168991 |
|---|---|
| Coefficient of variation (CV) | 0.9309490031 |
| Kurtosis | -1.937473779 |
| Mean | 0.5452682128 |
| Median Absolute Deviation (MAD) | 0.03286408801 |
| Skewness | -0.126397161 |
| Sum | 81790.23191 |
| Variance | 0.2576749163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69414 | |
| 1.005491992 | 1912 | 1.3% |
| 1.00908403 | 1895 | 1.3% |
| 1.004165221 | 1869 | 1.2% |
| 1.004760016 | 1867 | 1.2% |
| 1.00757098 | 1865 | 1.2% |
| 1.006406835 | 1828 | 1.2% |
| 1.011100838 | 1796 | 1.2% |
| 1.003675345 | 1795 | 1.2% |
| 1.003267084 | 1778 | 1.2% |
| Other values (1110) | 63981 |
| Value | Count | Frequency (%) |
| 0 | 69414 | |
| 1.000021139 | 1 | < 0.1% |
| 1.000029377 | 1 | < 0.1% |
| 1.00003174 | 1 | < 0.1% |
| 1.000032841 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 840 | |
| 1.383209542 | 1 | < 0.1% |
| 1.367400612 | 1 | < 0.1% |
| 1.357409079 | 1 | < 0.1% |
| 1.353676544 | 1 | < 0.1% |
accum_mts_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 38254 |
|---|---|
| Distinct (%) | 25.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5293766451 |
| Minimum | 0 |
|---|---|
| Maximum | 1.001215012 |
| Zeros | 70594 |
| Zeros (%) | 47.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1.000000295 |
| 95-th percentile | 1.000018238 |
| Maximum | 1.001215012 |
| Range | 1.001215012 |
| Interquartile range (IQR) | 1.000000295 |
Descriptive statistics
| Standard deviation | 0.4991412482 |
|---|---|
| Coefficient of variation (CV) | 0.9428849059 |
| Kurtosis | -1.986173712 |
| Mean | 0.5293766451 |
| Median Absolute Deviation (MAD) | 3.264896598 × 10-5 |
| Skewness | -0.1176977791 |
| Sum | 79406.49676 |
| Variance | 0.2491419856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70594 | |
| 1 | 10278 | 6.9% |
| 1 | 2260 | 1.5% |
| 1 | 1752 | 1.2% |
| 1 | 979 | 0.7% |
| 1 | 971 | 0.6% |
| 1.000000001 | 596 | 0.4% |
| 1 | 567 | 0.4% |
| 1 | 566 | 0.4% |
| 1 | 426 | 0.3% |
| Other values (38244) | 61011 |
| Value | Count | Frequency (%) |
| 0 | 70594 | |
| 1 | 18 | < 0.1% |
| 1 | 10278 | 6.9% |
| 1 | 2260 | 1.5% |
| 1 | 244 | 0.2% |
| Value | Count | Frequency (%) |
| 1.001215012 | 1 | |
| 1.000733827 | 1 | |
| 1.000515307 | 1 | |
| 1.000488411 | 1 | |
| 1.000461531 | 1 |
data_3g_tv_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 635 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.622848228 |
| Minimum | 0 |
|---|---|
| Maximum | 94.59014886 |
| Zeros | 75001 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7.578965206 |
| 95-th percentile | 18.92765789 |
| Maximum | 94.59014886 |
| Range | 94.59014886 |
| Interquartile range (IQR) | 7.578965206 |
Descriptive statistics
| Standard deviation | 6.855080202 |
|---|---|
| Coefficient of variation (CV) | 1.482869405 |
| Kurtosis | 5.298603746 |
| Mean | 4.622848228 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.994826806 |
| Sum | 693427.2342 |
| Variance | 46.99212458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75001 | |
| 2.206948961 | 6341 | 4.2% |
| 3.590290394 | 5087 | 3.4% |
| 1.480453014 | 5026 | 3.4% |
| 4.786566308 | 3981 | 2.7% |
| 2.921812056 | 3549 | 2.4% |
| 5.827795843 | 2963 | 2.0% |
| 4.210401996 | 2624 | 1.7% |
| 6.749901739 | 2319 | 1.5% |
| 7.578965206 | 2086 | 1.4% |
| Other values (625) | 41023 |
| Value | Count | Frequency (%) |
| 0 | 75001 | |
| 1.480453014 | 5026 | 3.4% |
| 2.206948961 | 6341 | 4.2% |
| 2.921812056 | 3549 | 2.4% |
| 3.590290394 | 5087 | 3.4% |
| Value | Count | Frequency (%) |
| 94.59014886 | 1 | |
| 89.89228191 | 1 | |
| 86.66260196 | 1 | |
| 84.65739479 | 1 | |
| 78.12919481 | 1 |
voice_out_td_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 265 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.291601321 |
| Minimum | 0 |
|---|---|
| Maximum | 43.80393935 |
| Zeros | 46592 |
| Zeros (%) | 31.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.324077125 |
| Q3 | 10.55454345 |
| 95-th percentile | 17.62631161 |
| Maximum | 43.80393935 |
| Range | 43.80393935 |
| Interquartile range (IQR) | 10.55454345 |
Descriptive statistics
| Standard deviation | 6.146684387 |
|---|---|
| Coefficient of variation (CV) | 0.9769666056 |
| Kurtosis | -0.1801540225 |
| Mean | 6.291601321 |
| Median Absolute Deviation (MAD) | 5.324077125 |
| Skewness | 0.7579924552 |
| Sum | 943740.1982 |
| Variance | 37.78172895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46592 | |
| 1.480453014 | 6181 | 4.1% |
| 2.206948961 | 5076 | 3.4% |
| 2.921812056 | 4503 | 3.0% |
| 3.590290394 | 4289 | 2.9% |
| 4.210401996 | 3973 | 2.6% |
| 4.786566308 | 3958 | 2.6% |
| 5.324077125 | 3528 | 2.4% |
| 5.827795843 | 3260 | 2.2% |
| 6.30189811 | 3259 | 2.2% |
| Other values (255) | 65381 |
| Value | Count | Frequency (%) |
| 0 | 46592 | |
| 1.480453014 | 6181 | 4.1% |
| 2.206948961 | 5076 | 3.4% |
| 2.921812056 | 4503 | 3.0% |
| 3.590290394 | 4289 | 2.9% |
| Value | Count | Frequency (%) |
| 43.80393935 | 1 | |
| 42.58817442 | 1 | |
| 39.3453532 | 1 | |
| 38.85611961 | 1 | |
| 36.83760761 | 1 |
data_3g_tar_vol_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 93601 |
|---|---|
| Distinct (%) | 62.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.38712537 |
| Minimum | 0 |
|---|---|
| Maximum | 340.5268194 |
| Zeros | 52992 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 91.80117017 |
| Q3 | 164.3636616 |
| 95-th percentile | 220.8606873 |
| Maximum | 340.5268194 |
| Range | 340.5268194 |
| Interquartile range (IQR) | 164.3636616 |
Descriptive statistics
| Standard deviation | 83.96361671 |
|---|---|
| Coefficient of variation (CV) | 0.9393256172 |
| Kurtosis | -1.425953254 |
| Mean | 89.38712537 |
| Median Absolute Deviation (MAD) | 91.80117017 |
| Skewness | 0.2369160242 |
| Sum | 13408068.81 |
| Variance | 7049.888931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.049793044 | 203 | 0.1% |
| 11.61519305 | 151 | 0.1% |
| 1.164401954 | 122 | 0.1% |
| 1.657607816 | 89 | 0.1% |
| 1.480453014 | 86 | 0.1% |
| 1.31316983 | 86 | 0.1% |
| 1.839588705 | 57 | < 0.1% |
| 16.45925281 | 56 | < 0.1% |
| 2.206948961 | 51 | < 0.1% |
| Other values (93591) | 96107 |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.000094444 | 6 | < 0.1% |
| 1.000114167 | 3 | < 0.1% |
| 1.000159148 | 30 | < 0.1% |
| 1.000184396 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 340.5268194 | 1 | |
| 333.9076384 | 1 | |
| 331.926743 | 1 | |
| 321.4778491 | 1 | |
| 319.5030654 | 1 |
voice_mts_out_nrest_partmin_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 4011 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1049145086 |
| Minimum | 0 |
|---|---|
| Maximum | 1.241294291 |
| Zeros | 134286 |
| Zeros (%) | 89.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.00033261 |
| Maximum | 1.241294291 |
| Range | 1.241294291 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3067001259 |
|---|---|
| Coefficient of variation (CV) | 2.923333769 |
| Kurtosis | 4.663728352 |
| Mean | 0.1049145086 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.581353375 |
| Sum | 15737.17629 |
| Variance | 0.09406496724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 134286 | |
| 1.000483072 | 60 | < 0.1% |
| 1.000443246 | 60 | < 0.1% |
| 1.000336691 | 57 | < 0.1% |
| 1.000392144 | 57 | < 0.1% |
| 1.000505029 | 55 | < 0.1% |
| 1.001322606 | 53 | < 0.1% |
| 1.000674726 | 53 | < 0.1% |
| 1.000219487 | 53 | < 0.1% |
| 1.000640991 | 52 | < 0.1% |
| Other values (4001) | 15214 | 10.1% |
| Value | Count | Frequency (%) |
| 0 | 134286 | |
| 1.000000227 | 1 | < 0.1% |
| 1.000000669 | 1 | < 0.1% |
| 1.000000704 | 1 | < 0.1% |
| 1.00000082 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.241294291 | 1 | |
| 1.091373726 | 1 | |
| 1.090062766 | 1 | |
| 1.076315928 | 1 | |
| 1.073056862 | 1 |
all_cnt_mea_mnt1
Real number (ℝ)
| Distinct | 3376 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.20548859 |
| Minimum | 0 |
|---|---|
| Maximum | 109.6008279 |
| Zeros | 870 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.479729455 |
| Q1 | 15.61679548 |
| median | 21.32304201 |
| Q3 | 26.64587918 |
| 95-th percentile | 34.5678347 |
| Maximum | 109.6008279 |
| Range | 109.6008279 |
| Interquartile range (IQR) | 11.0290837 |
Descriptive statistics
| Standard deviation | 8.368431485 |
|---|---|
| Coefficient of variation (CV) | 0.3946351649 |
| Kurtosis | 1.563672524 |
| Mean | 21.20548859 |
| Median Absolute Deviation (MAD) | 5.499405451 |
| Skewness | 0.2797286566 |
| Sum | 3180823.288 |
| Variance | 70.03064553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 870 | 0.6% |
| 12.33868121 | 274 | 0.2% |
| 11.36116158 | 265 | 0.2% |
| 12.16290549 | 263 | 0.2% |
| 9.669720902 | 260 | 0.2% |
| 14.51518663 | 260 | 0.2% |
| 12.68085568 | 258 | 0.2% |
| 13.84160798 | 257 | 0.2% |
| 9.899204753 | 256 | 0.2% |
| 15.82363655 | 255 | 0.2% |
| Other values (3366) | 146782 |
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1.049793044 | 113 | 0.1% |
| 1.164401954 | 91 | 0.1% |
| 1.31316983 | 88 | 0.1% |
| 1.480453014 | 78 | 0.1% |
| Value | Count | Frequency (%) |
| 109.6008279 | 1 | |
| 103.9116874 | 1 | |
| 102.5939466 | 1 | |
| 97.00029935 | 1 | |
| 95.30194143 | 1 |
data_3g_dou_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 522 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.278178774 |
| Minimum | 0 |
|---|---|
| Maximum | 3.365682108 |
| Zeros | 43193 |
| Zeros (%) | 28.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.477823573 |
| Q3 | 1.955880637 |
| 95-th percentile | 2.622733011 |
| Maximum | 3.365682108 |
| Range | 3.365682108 |
| Interquartile range (IQR) | 1.955880637 |
Descriptive statistics
| Standard deviation | 0.9154256092 |
|---|---|
| Coefficient of variation (CV) | 0.7161952833 |
| Kurtosis | -1.119834649 |
| Mean | 1.278178774 |
| Median Absolute Deviation (MAD) | 0.5562169647 |
| Skewness | -0.2363623372 |
| Sum | 191726.8161 |
| Variance | 0.838004046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43193 | |
| 1.064320397 | 6233 | 4.2% |
| 1.10808554 | 3086 | 2.1% |
| 1.23367744 | 2135 | 1.4% |
| 1.207704776 | 2052 | 1.4% |
| 1.251588959 | 1780 | 1.2% |
| 1.340902659 | 1666 | 1.1% |
| 1.59627656 | 1563 | 1.0% |
| 1.139222859 | 1525 | 1.0% |
| 1.412203867 | 1524 | 1.0% |
| Other values (512) | 85243 |
| Value | Count | Frequency (%) |
| 0 | 43193 | |
| 1.064320397 | 6233 | 4.2% |
| 1.10808554 | 3086 | 2.1% |
| 1.126134926 | 2 | < 0.1% |
| 1.139222859 | 1525 | 1.0% |
| Value | Count | Frequency (%) |
| 3.365682108 | 12 | |
| 3.331833468 | 21 | |
| 3.315030046 | 26 | |
| 3.290251909 | 23 | |
| 3.278814373 | 24 |
voice_in_short_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 321 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006071737478 |
| Minimum | 0 |
|---|---|
| Maximum | 1.076315928 |
| Zeros | 149090 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.076315928 |
| Range | 1.076315928 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07771800564 |
|---|---|
| Coefficient of variation (CV) | 12.79996145 |
| Kurtosis | 159.8581981 |
| Mean | 0.006071737478 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.72214683 |
| Sum | 910.7606217 |
| Variance | 0.006040088401 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149090 | |
| 1.000119445 | 13 | < 0.1% |
| 1.000061515 | 11 | < 0.1% |
| 1.000070028 | 11 | < 0.1% |
| 1.000483072 | 10 | < 0.1% |
| 1.000064516 | 10 | < 0.1% |
| 1.000273218 | 9 | < 0.1% |
| 1.000124843 | 9 | < 0.1% |
| 1.000256011 | 9 | < 0.1% |
| 1.000122099 | 9 | < 0.1% |
| Other values (311) | 819 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 149090 | |
| 1.000008281 | 1 | < 0.1% |
| 1.000009555 | 1 | < 0.1% |
| 1.000009735 | 1 | < 0.1% |
| 1.000011223 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.076315928 | 1 | |
| 1.043114106 | 1 | |
| 1.040268728 | 1 | |
| 1.027907067 | 1 | |
| 1.027251324 | 1 |
sms_in_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2505 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3678445944 |
| Minimum | -19.99184321 |
|---|---|
| Maximum | 15.42956849 |
| Zeros | 17346 |
| Zeros (%) | 11.6% |
| Negative | 42893 |
| Negative (%) | 28.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -19.99184321 |
|---|---|
| 5-th percentile | -1.079267246 |
| Q1 | -1.00043106 |
| median | 1.001424332 |
| Q3 | 1.031976208 |
| 95-th percentile | 1.403958541 |
| Maximum | 15.42956849 |
| Range | 35.4214117 |
| Interquartile range (IQR) | 2.032407269 |
Descriptive statistics
| Standard deviation | 1.074459259 |
|---|---|
| Coefficient of variation (CV) | 2.920959764 |
| Kurtosis | 7.338097329 |
| Mean | 0.3678445944 |
| Median Absolute Deviation (MAD) | 0.180245208 |
| Skewness | -0.3076172794 |
| Sum | 55176.68916 |
| Variance | 1.1544627 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17346 | 11.6% |
| 1.001424332 | 2079 | 1.4% |
| 1.00095998 | 1984 | 1.3% |
| 1.000584711 | 1900 | 1.3% |
| 1.000300379 | 1845 | 1.2% |
| 1.000108887 | 1684 | 1.1% |
| -1.001424332 | 1658 | 1.1% |
| 1.002283948 | 1484 | 1.0% |
| -1.00095998 | 1441 | 1.0% |
| 1.00372538 | 1389 | 0.9% |
| Other values (2495) | 117190 |
| Value | Count | Frequency (%) |
| -19.99184321 | 1 | |
| -15.89215293 | 1 | |
| -14.48911919 | 1 | |
| -13.60990713 | 1 | |
| -12.30044173 | 1 |
| Value | Count | Frequency (%) |
| 15.42956849 | 1 | |
| 15.0760408 | 1 | |
| 14.7258053 | 1 | |
| 14.50020608 | 1 | |
| 14.0482781 | 1 |
voice_mts_out_dwork_partstd_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 105719 |
|---|---|
| Distinct (%) | 70.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8357342858 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 29835 |
| Zeros (%) | 19.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.002356677 |
| median | 1.016400348 |
| Q3 | 1.047269006 |
| 95-th percentile | 1.14918676 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0.04491232951 |
Descriptive statistics
| Standard deviation | 0.4185118714 |
|---|---|
| Coefficient of variation (CV) | 0.5007714515 |
| Kurtosis | 0.2298193949 |
| Mean | 0.8357342858 |
| Median Absolute Deviation (MAD) | 0.02137715464 |
| Skewness | -1.469834387 |
| Sum | 125360.1429 |
| Variance | 0.1751521865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29835 | 19.9% |
| 1.164401954 | 3120 | 2.1% |
| 1.207704776 | 828 | 0.6% |
| 1.049793044 | 499 | 0.3% |
| 1.153015916 | 373 | 0.2% |
| 1.023762432 | 281 | 0.2% |
| 1.013872843 | 199 | 0.1% |
| 1.149163881 | 169 | 0.1% |
| 1.00908403 | 149 | 0.1% |
| 1.101412779 | 142 | 0.1% |
| Other values (105709) | 114405 |
| Value | Count | Frequency (%) |
| 0 | 29835 | |
| 1.000000525 | 1 | < 0.1% |
| 1.000000656 | 1 | < 0.1% |
| 1.000001175 | 1 | < 0.1% |
| 1.00000145 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 828 | |
| 1.207148005 | 1 | < 0.1% |
| 1.206412775 | 1 | < 0.1% |
| 1.205922855 | 1 | < 0.1% |
| 1.205513204 | 1 | < 0.1% |
voice_out_short_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1314 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3205866708 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 102476 |
| Zeros (%) | 68.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000609725 |
| 95-th percentile | 1.011100838 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.000609725 |
Descriptive statistics
| Standard deviation | 0.4714618092 |
|---|---|
| Coefficient of variation (CV) | 1.470621995 |
| Kurtosis | -1.33482968 |
| Mean | 0.3205866708 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7994072934 |
| Sum | 48088.00062 |
| Variance | 0.2222762375 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102476 | |
| 1.002923264 | 871 | 0.6% |
| 1.003675345 | 853 | 0.6% |
| 1.00757098 | 852 | 0.6% |
| 1.005491992 | 843 | 0.6% |
| 1.004165221 | 836 | 0.6% |
| 1.004760016 | 830 | 0.6% |
| 1.00908403 | 829 | 0.6% |
| 1.003267084 | 828 | 0.6% |
| 1.00238048 | 813 | 0.5% |
| Other values (1304) | 39969 | 26.6% |
| Value | Count | Frequency (%) |
| 0 | 102476 | |
| 1.000011148 | 1 | < 0.1% |
| 1.00001185 | 1 | < 0.1% |
| 1.000014736 | 1 | < 0.1% |
| 1.000015439 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 337 | |
| 1.437447952 | 1 | < 0.1% |
| 1.383209542 | 2 | < 0.1% |
| 1.372416683 | 1 | < 0.1% |
| 1.345493163 | 2 | < 0.1% |
voice_in_fix_tar_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1236 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.07639362 |
| Minimum | 0 |
|---|---|
| Maximum | 95.04881632 |
| Zeros | 132230 |
| Zeros (%) | 88.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 16.30392399 |
| Maximum | 95.04881632 |
| Range | 95.04881632 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.001486501 |
|---|---|
| Coefficient of variation (CV) | 3.371945681 |
| Kurtosis | 23.028977 |
| Mean | 2.07639362 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.390692505 |
| Sum | 311459.043 |
| Variance | 49.02081322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 132230 | |
| 1.480453014 | 465 | 0.3% |
| 7.964623589 | 461 | 0.3% |
| 9.027097853 | 407 | 0.3% |
| 9.354248899 | 389 | 0.3% |
| 8.687248223 | 371 | 0.2% |
| 10.26911687 | 344 | 0.2% |
| 9.974411855 | 336 | 0.2% |
| 9.669720902 | 332 | 0.2% |
| 7.174761058 | 327 | 0.2% |
| Other values (1226) | 14338 | 9.6% |
| Value | Count | Frequency (%) |
| 0 | 132230 | |
| 1.480453014 | 465 | 0.3% |
| 2.206948961 | 105 | 0.1% |
| 2.921812056 | 123 | 0.1% |
| 3.590290394 | 148 | 0.1% |
| Value | Count | Frequency (%) |
| 95.04881632 | 1 | |
| 88.82545102 | 1 | |
| 86.57393742 | 1 | |
| 86.42054216 | 1 | |
| 85.15824163 | 1 |
block_all_dur_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.71721719 |
| Minimum | 0 |
|---|---|
| Maximum | 178.2267327 |
| Zeros | 135929 |
| Zeros (%) | 90.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 178.2267327 |
| Maximum | 178.2267327 |
| Range | 178.2267327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 51.95986752 |
|---|---|
| Coefficient of variation (CV) | 3.10816489 |
| Kurtosis | 5.764885608 |
| Mean | 16.71721719 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.786517356 |
| Sum | 2507582.578 |
| Variance | 2699.827832 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135929 | |
| 178.2267327 | 13997 | 9.3% |
| 178.2266446 | 37 | < 0.1% |
| 178.2266886 | 16 | < 0.1% |
| 160.0296889 | 1 | < 0.1% |
| 176.6607593 | 1 | < 0.1% |
| 178.2045804 | 1 | < 0.1% |
| 169.0649446 | 1 | < 0.1% |
| 68.16349392 | 1 | < 0.1% |
| 124.6656294 | 1 | < 0.1% |
| Other values (15) | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 135929 | |
| 68.16349392 | 1 | < 0.1% |
| 124.6656294 | 1 | < 0.1% |
| 142.2982258 | 1 | < 0.1% |
| 160.0296889 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.2267327 | 13997 | |
| 178.2266886 | 16 | < 0.1% |
| 178.2266446 | 37 | < 0.1% |
| 178.2266006 | 1 | < 0.1% |
| 178.2265566 | 1 | < 0.1% |
pay_sum_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2545 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.79130776 |
| Minimum | 0 |
|---|---|
| Maximum | 83.58461201 |
| Zeros | 51230 |
| Zeros (%) | 34.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23.17967472 |
| Q3 | 26.17309696 |
| 95-th percentile | 32.38373528 |
| Maximum | 83.58461201 |
| Range | 83.58461201 |
| Interquartile range (IQR) | 26.17309696 |
Descriptive statistics
| Standard deviation | 13.02480334 |
|---|---|
| Coefficient of variation (CV) | 0.7756872497 |
| Kurtosis | -1.340126182 |
| Mean | 16.79130776 |
| Median Absolute Deviation (MAD) | 5.976218483 |
| Skewness | -0.2639005546 |
| Sum | 2518696.164 |
| Variance | 169.645502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51230 | |
| 22.29933738 | 9791 | 6.5% |
| 26.17309696 | 9455 | 6.3% |
| 23.99960696 | 8120 | 5.4% |
| 24.76754894 | 6254 | 4.2% |
| 29.12504295 | 6153 | 4.1% |
| 24.38962268 | 5154 | 3.4% |
| 31.96388736 | 4335 | 2.9% |
| 25.49022445 | 4166 | 2.8% |
| 28.02437138 | 3185 | 2.1% |
| Other values (2535) | 42157 |
| Value | Count | Frequency (%) |
| 0 | 51230 | |
| 1.00908403 | 1 | < 0.1% |
| 1.027395029 | 1 | < 0.1% |
| 1.03324115 | 1 | < 0.1% |
| 1.046272906 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 83.58461201 | 1 | |
| 78.78284666 | 1 | |
| 72.49599656 | 2 | |
| 68.167564 | 1 | |
| 67.87635859 | 1 |
content_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 196 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.517246871 |
| Minimum | 0 |
|---|---|
| Maximum | 64.08676193 |
| Zeros | 12588 |
| Zeros (%) | 8.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.210401996 |
| median | 7.578965206 |
| Q3 | 10.55454345 |
| 95-th percentile | 14.79061749 |
| Maximum | 64.08676193 |
| Range | 64.08676193 |
| Interquartile range (IQR) | 6.344141453 |
Descriptive statistics
| Standard deviation | 4.36594059 |
|---|---|
| Coefficient of variation (CV) | 0.5807898377 |
| Kurtosis | 0.1852797039 |
| Mean | 7.517246871 |
| Median Absolute Deviation (MAD) | 2.975578242 |
| Skewness | 0.2811763658 |
| Sum | 1127587.031 |
| Variance | 19.06143723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.921812056 | 13912 | 9.3% |
| 0 | 12588 | 8.4% |
| 4.786566308 | 8566 | 5.7% |
| 7.578965206 | 6842 | 4.6% |
| 5.324077125 | 5617 | 3.7% |
| 6.30189811 | 5592 | 3.7% |
| 8.687248223 | 5134 | 3.4% |
| 3.590290394 | 5074 | 3.4% |
| 6.749901739 | 4924 | 3.3% |
| 7.964623589 | 4832 | 3.2% |
| Other values (186) | 76919 |
| Value | Count | Frequency (%) |
| 0 | 12588 | |
| 1.480453014 | 1977 | 1.3% |
| 2.206948961 | 1309 | 0.9% |
| 2.921812056 | 13912 | |
| 3.590290394 | 5074 | 3.4% |
| Value | Count | Frequency (%) |
| 64.08676193 | 1 | |
| 44.3958152 | 1 | |
| 40.63037403 | 1 | |
| 40.08630216 | 1 | |
| 39.52158473 | 1 |
voice_mts_out_nwork_partstd_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 82632 |
|---|---|
| Distinct (%) | 55.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6922046142 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 47942 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.00202964 |
| Q3 | 1.011100838 |
| 95-th percentile | 1.057430878 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.011100838 |
Descriptive statistics
| Standard deviation | 0.4750398265 |
|---|---|
| Coefficient of variation (CV) | 0.6862708176 |
| Kurtosis | -1.40095469 |
| Mean | 0.6922046142 |
| Median Absolute Deviation (MAD) | 0.01528898604 |
| Skewness | -0.7648896174 |
| Sum | 103830.6921 |
| Variance | 0.2256628368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47942 | |
| 1.164401954 | 913 | 0.6% |
| 1.049793044 | 525 | 0.4% |
| 1.013872843 | 423 | 0.3% |
| 1.023762432 | 411 | 0.3% |
| 1.006406835 | 320 | 0.2% |
| 1.00908403 | 312 | 0.2% |
| 1.004760016 | 307 | 0.2% |
| 1.003675345 | 293 | 0.2% |
| 1.002923264 | 254 | 0.2% |
| Other values (82622) | 98300 |
| Value | Count | Frequency (%) |
| 0 | 47942 | |
| 1.00000036 | 1 | < 0.1% |
| 1.000000378 | 1 | < 0.1% |
| 1.000000539 | 1 | < 0.1% |
| 1.00000066 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 54 | |
| 1.206446873 | 1 | < 0.1% |
| 1.204409357 | 1 | < 0.1% |
| 1.200570991 | 1 | < 0.1% |
| 1.199812539 | 1 | < 0.1% |
com_num_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 91855 |
|---|---|
| Distinct (%) | 61.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9978688809 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 12245 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.0059822 |
| median | 1.033937453 |
| Q3 | 1.115449332 |
| 95-th percentile | 1.311348778 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 0.1094671322 |
Descriptive statistics
| Standard deviation | 0.3144937605 |
|---|---|
| Coefficient of variation (CV) | 0.3151654155 |
| Kurtosis | 5.475160433 |
| Mean | 0.9978688809 |
| Median Absolute Deviation (MAD) | 0.03317678721 |
| Skewness | -2.435560913 |
| Sum | 149680.3321 |
| Variance | 0.09890632538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12245 | 8.2% |
| 1.006406835 | 2066 | 1.4% |
| 1.001666435 | 1265 | 0.8% |
| 1.023762432 | 1005 | 0.7% |
| 1.000750704 | 830 | 0.6% |
| 1.000425155 | 666 | 0.4% |
| 1.013872843 | 663 | 0.4% |
| 1.049793044 | 611 | 0.4% |
| 1.000273218 | 491 | 0.3% |
| 1.000190256 | 408 | 0.3% |
| Other values (91845) | 129750 |
| Value | Count | Frequency (%) |
| 0 | 12245 | |
| 1.000005061 | 1 | < 0.1% |
| 1.000005346 | 1 | < 0.1% |
| 1.000005655 | 1 | < 0.1% |
| 1.000006361 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 1 | |
| 1.962026024 | 2 | |
| 1.839588705 | 1 | |
| 1.809070771 | 2 | |
| 1.778610665 | 1 |
conn_out_uniq_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 198 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.810996207 |
| Minimum | 0 |
|---|---|
| Maximum | 57.19147541 |
| Zeros | 10613 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.210401996 |
| median | 6.749901739 |
| Q3 | 9.354248899 |
| 95-th percentile | 13.43521855 |
| Maximum | 57.19147541 |
| Range | 57.19147541 |
| Interquartile range (IQR) | 5.143846903 |
Descriptive statistics
| Standard deviation | 3.934384639 |
|---|---|
| Coefficient of variation (CV) | 0.5776518617 |
| Kurtosis | 1.036170141 |
| Mean | 6.810996207 |
| Median Absolute Deviation (MAD) | 2.539499744 |
| Skewness | 0.4629722021 |
| Sum | 1021649.431 |
| Variance | 15.47938249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10613 | 7.1% |
| 5.324077125 | 7601 | 5.1% |
| 4.786566308 | 7347 | 4.9% |
| 5.827795843 | 7222 | 4.8% |
| 6.30189811 | 7114 | 4.7% |
| 4.210401996 | 7048 | 4.7% |
| 6.749901739 | 6941 | 4.6% |
| 3.590290394 | 6563 | 4.4% |
| 1.480453014 | 6432 | 4.3% |
| 7.174761058 | 6307 | 4.2% |
| Other values (188) | 76812 |
| Value | Count | Frequency (%) |
| 0 | 10613 | |
| 1.480453014 | 6432 | |
| 2.206948961 | 5619 | |
| 2.921812056 | 6194 | |
| 3.590290394 | 6563 |
| Value | Count | Frequency (%) |
| 57.19147541 | 1 | |
| 44.80770573 | 1 | |
| 40.25399929 | 1 | |
| 39.03825967 | 1 | |
| 38.82991442 | 1 |
content_clc_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 684 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04716514819 |
| Minimum | 0 |
|---|---|
| Maximum | 17.86398995 |
| Zeros | 145227 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 17.86398995 |
| Range | 17.86398995 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3673411754 |
|---|---|
| Coefficient of variation (CV) | 7.788402867 |
| Kurtosis | 414.4543196 |
| Mean | 0.04716514819 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.79054588 |
| Sum | 7074.772229 |
| Variance | 0.1349395392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145227 | |
| 1.015092528 | 1004 | 0.7% |
| 1.004008309 | 773 | 0.5% |
| 1.032057242 | 287 | 0.2% |
| 1.053939431 | 237 | 0.2% |
| 1.088758235 | 174 | 0.1% |
| 1.001034304 | 146 | 0.1% |
| 1.001666435 | 139 | 0.1% |
| 1.001474796 | 98 | 0.1% |
| 1.109461269 | 65 | < 0.1% |
| Other values (674) | 1850 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 145227 | |
| 1.000377081 | 1 | < 0.1% |
| 1.000513386 | 2 | < 0.1% |
| 1.000539168 | 3 | < 0.1% |
| 1.000565953 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.86398995 | 1 | |
| 16.99950546 | 1 | |
| 14.9433895 | 1 | |
| 14.82609712 | 1 | |
| 13.58458063 | 1 |
Ama_rchrgmnt_sum_min_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
abon_part_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.560176308 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 1.247861926 |
| Zeros | 149998 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.247861926 |
| Range | 1.247861926 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.004282121369 |
|---|---|
| Coefficient of variation (CV) | 274.4639401 |
| Kurtosis | 76309.75495 |
| Mean | 1.560176308 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 275.6573763 |
| Sum | 2.340264462 |
| Variance | 1.833656342 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149998 | |
| 1.092402537 | 1 | < 0.1% |
| 1.247861926 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149998 | |
| 1.092402537 | 1 | < 0.1% |
| 1.247861926 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.247861926 | 1 | < 0.1% |
| 1.092402537 | 1 | < 0.1% |
| 0 | 149998 |
conn_out_uniq_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1485 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.698496875 |
| Minimum | 0 |
|---|---|
| Maximum | 54.16725683 |
| Zeros | 10613 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.084626173 |
| median | 4.358354821 |
| Q3 | 6.713489503 |
| 95-th percentile | 10.4840209 |
| Maximum | 54.16725683 |
| Range | 54.16725683 |
| Interquartile range (IQR) | 4.62886333 |
Descriptive statistics
| Standard deviation | 3.245833042 |
|---|---|
| Coefficient of variation (CV) | 0.6908237098 |
| Kurtosis | 1.517992063 |
| Mean | 4.698496875 |
| Median Absolute Deviation (MAD) | 2.318560415 |
| Skewness | 0.854044966 |
| Sum | 704774.5313 |
| Variance | 10.53543214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10613 | 7.1% |
| 1.006406835 | 2877 | 1.9% |
| 1.023762432 | 1989 | 1.3% |
| 1.049793044 | 1551 | 1.0% |
| 1.082760975 | 1414 | 0.9% |
| 1.121317553 | 1205 | 0.8% |
| 1.164401954 | 1196 | 0.8% |
| 1.480453014 | 1139 | 0.8% |
| 1.211169962 | 1069 | 0.7% |
| 1.260942818 | 1055 | 0.7% |
| Other values (1475) | 125892 |
| Value | Count | Frequency (%) |
| 0 | 10613 | |
| 1.006406835 | 2877 | 1.9% |
| 1.00757098 | 35 | < 0.1% |
| 1.00908403 | 26 | < 0.1% |
| 1.011100838 | 62 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.16725683 | 1 | |
| 35.18084635 | 1 | |
| 33.4696135 | 1 | |
| 33.05272575 | 1 | |
| 32.14103935 | 1 |
gprs_clc_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 974 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2491035199 |
| Minimum | 0 |
|---|---|
| Maximum | 25.0831094 |
| Zeros | 137983 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.901723775 |
| Maximum | 25.0831094 |
| Range | 25.0831094 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.013960447 |
|---|---|
| Coefficient of variation (CV) | 4.070438054 |
| Kurtosis | 48.8134505 |
| Mean | 0.2491035199 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.930193678 |
| Sum | 37365.52798 |
| Variance | 1.028115787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137983 | |
| 1.901723775 | 5507 | 3.7% |
| 3.038469295 | 1150 | 0.8% |
| 4.062109019 | 460 | 0.3% |
| 2.30687417 | 428 | 0.3% |
| 3.203303805 | 372 | 0.2% |
| 2.30687417 | 314 | 0.2% |
| 4.972646439 | 238 | 0.2% |
| 2.399310608 | 195 | 0.1% |
| 4.133911323 | 141 | 0.1% |
| Other values (964) | 3212 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 137983 | |
| 1.001190308 | 1 | < 0.1% |
| 1.04120193 | 2 | < 0.1% |
| 1.041422189 | 1 | < 0.1% |
| 1.041431776 | 28 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.0831094 | 1 | |
| 20.29506878 | 1 | |
| 19.53977115 | 1 | |
| 19.32658513 | 1 | |
| 18.91827567 | 1 |
voice_out_short_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 812 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08138677691 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 137813 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.00029222 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2737031896 |
|---|---|
| Coefficient of variation (CV) | 3.362993351 |
| Kurtosis | 7.404912411 |
| Mean | 0.08138677691 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.066259594 |
| Sum | 12208.01654 |
| Variance | 0.07491343599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137813 | |
| 1.000528518 | 170 | 0.1% |
| 1.000505029 | 154 | 0.1% |
| 1.000750704 | 154 | 0.1% |
| 1.000640991 | 154 | 0.1% |
| 1.000793598 | 147 | 0.1% |
| 1.000462517 | 144 | 0.1% |
| 1.000609725 | 144 | 0.1% |
| 1.000483072 | 139 | 0.1% |
| 1.000553684 | 139 | 0.1% |
| Other values (802) | 10842 | 7.2% |
| Value | Count | Frequency (%) |
| 0 | 137813 | |
| 1.000007324 | 1 | < 0.1% |
| 1.000008676 | 1 | < 0.1% |
| 1.000008831 | 1 | < 0.1% |
| 1.000011074 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2 | |
| 1.372416683 | 1 | < 0.1% |
| 1.260942818 | 3 | |
| 1.220903412 | 2 | |
| 1.191282433 | 1 | < 0.1% |
all_cnt_std_mnt1
Real number (ℝ)
| Distinct | 28755 |
|---|---|
| Distinct (%) | 19.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.66276166 |
| Minimum | 0 |
|---|---|
| Maximum | 86.17425501 |
| Zeros | 875 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.165140926 |
| Q1 | 7.527839574 |
| median | 10.60767276 |
| Q3 | 14.60561416 |
| 95-th percentile | 22.8180381 |
| Maximum | 86.17425501 |
| Range | 86.17425501 |
| Interquartile range (IQR) | 7.077774586 |
Descriptive statistics
| Standard deviation | 6.000242836 |
|---|---|
| Coefficient of variation (CV) | 0.5144787325 |
| Kurtosis | 4.462477026 |
| Mean | 11.66276166 |
| Median Absolute Deviation (MAD) | 3.439193421 |
| Skewness | 1.395803018 |
| Sum | 1749414.249 |
| Variance | 36.00291409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 875 | 0.6% |
| 5.167635303 | 178 | 0.1% |
| 5.731972983 | 176 | 0.1% |
| 5.794526111 | 175 | 0.1% |
| 5.534728522 | 175 | 0.1% |
| 6.544636794 | 170 | 0.1% |
| 4.205419201 | 165 | 0.1% |
| 6.711495489 | 163 | 0.1% |
| 4.73583039 | 159 | 0.1% |
| 5.004090188 | 159 | 0.1% |
| Other values (28745) | 147605 |
| Value | Count | Frequency (%) |
| 0 | 875 | |
| 1.164401954 | 142 | 0.1% |
| 1.207704776 | 38 | < 0.1% |
| 1.356301179 | 34 | < 0.1% |
| 1.45108808 | 71 | < 0.1% |
| Value | Count | Frequency (%) |
| 86.17425501 | 1 | |
| 85.10461145 | 1 | |
| 78.09052192 | 1 | |
| 77.58334353 | 1 | |
| 73.76853564 | 1 |
conn_com_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 8896 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7643534215 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 46323 |
| Zeros (%) | 30.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.007911655 |
| Q3 | 1.082760975 |
| 95-th percentile | 1.411121335 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.082760975 |
Descriptive statistics
| Standard deviation | 0.5240112141 |
|---|---|
| Coefficient of variation (CV) | 0.6855614162 |
| Kurtosis | -1.285699542 |
| Mean | 0.7643534215 |
| Median Absolute Deviation (MAD) | 0.126776484 |
| Skewness | -0.6509497649 |
| Sum | 114653.0132 |
| Variance | 0.2745877525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46323 | |
| 1.480453014 | 5412 | 3.6% |
| 1.164401954 | 2010 | 1.3% |
| 1.082760975 | 1631 | 1.1% |
| 1.049793044 | 1364 | 0.9% |
| 1.03324115 | 1215 | 0.8% |
| 1.023762432 | 1157 | 0.8% |
| 1.260942818 | 1006 | 0.7% |
| 1.017830633 | 979 | 0.7% |
| 1.013872843 | 875 | 0.6% |
| Other values (8886) | 88028 |
| Value | Count | Frequency (%) |
| 0 | 46323 | |
| 1.000004106 | 1 | < 0.1% |
| 1.000004441 | 1 | < 0.1% |
| 1.000005248 | 1 | < 0.1% |
| 1.000006558 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 5412 | |
| 1.476936486 | 1 | < 0.1% |
| 1.476652058 | 1 | < 0.1% |
| 1.476517167 | 1 | < 0.1% |
| 1.476354251 | 2 | < 0.1% |
com_num_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1826 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.130500299 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 12245 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.049793044 |
| median | 1.164401954 |
| Q3 | 1.331043899 |
| 95-th percentile | 1.480453014 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 0.2812508547 |
Descriptive statistics
| Standard deviation | 0.3910828352 |
|---|---|
| Coefficient of variation (CV) | 0.3459378432 |
| Kurtosis | 3.518140113 |
| Mean | 1.130500299 |
| Median Absolute Deviation (MAD) | 0.1267053959 |
| Skewness | -1.544830493 |
| Sum | 169575.0449 |
| Variance | 0.1529457839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 20932 | 14.0% |
| 0 | 12245 | 8.2% |
| 1.164401954 | 12175 | 8.1% |
| 1.082760975 | 7059 | 4.7% |
| 1.260942818 | 5841 | 3.9% |
| 1.049793044 | 4662 | 3.1% |
| 1.113213566 | 3357 | 2.2% |
| 1.03324115 | 3215 | 2.1% |
| 1.31316983 | 3164 | 2.1% |
| 1.220903412 | 2748 | 1.8% |
| Other values (1816) | 74602 |
| Value | Count | Frequency (%) |
| 0 | 12245 | |
| 1.000116038 | 1 | < 0.1% |
| 1.000302473 | 1 | < 0.1% |
| 1.000408149 | 1 | < 0.1% |
| 1.000609725 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 1387 | |
| 2.060116144 | 4 | < 0.1% |
| 2.023336405 | 23 | < 0.1% |
| 1.962026024 | 123 | 0.1% |
| 1.93973744 | 2 | < 0.1% |
voice_out_fix_tar_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 103 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.400148516 |
| Minimum | 0 |
|---|---|
| Maximum | 88.65244836 |
| Zeros | 127524 |
| Zeros (%) | 85.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 33.57110757 |
| Maximum | 88.65244836 |
| Range | 88.65244836 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.22702537 |
|---|---|
| Coefficient of variation (CV) | 2.551510552 |
| Kurtosis | 5.961577305 |
| Mean | 4.400148516 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.568981264 |
| Sum | 660022.2773 |
| Variance | 126.0460986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127524 | |
| 17.89928393 | 5883 | 3.9% |
| 23.99960696 | 4221 | 2.8% |
| 28.02437138 | 2769 | 1.8% |
| 31.0829974 | 2026 | 1.4% |
| 33.57110757 | 1435 | 1.0% |
| 35.67888361 | 1054 | 0.7% |
| 37.51341156 | 872 | 0.6% |
| 39.14133654 | 739 | 0.5% |
| 40.60712622 | 531 | 0.4% |
| Other values (93) | 2946 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 127524 | |
| 17.89928393 | 5883 | 3.9% |
| 23.99960696 | 4221 | 2.8% |
| 28.02437138 | 2769 | 1.8% |
| 31.0829974 | 2026 | 1.4% |
| Value | Count | Frequency (%) |
| 88.65244836 | 1 | |
| 85.42296424 | 1 | |
| 85.19626803 | 1 | |
| 84.14402818 | 1 | |
| 82.39141395 | 1 |
pay_p2p_out_sum_mea_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 121 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.03502387962 |
| Minimum | -55.83461195 |
|---|---|
| Maximum | 0 |
| Zeros | 149389 |
| Zeros (%) | 99.6% |
| Negative | 611 |
| Negative (%) | 0.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -55.83461195 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 55.83461195 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7143728338 |
|---|---|
| Coefficient of variation (CV) | -20.39673621 |
| Kurtosis | 1325.354975 |
| Mean | -0.03502387962 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -30.8793136 |
| Sum | -5253.581943 |
| Variance | 0.5103285457 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149389 | |
| -2.569415055 | 79 | 0.1% |
| -4.210401996 | 57 | < 0.1% |
| -5.579883184 | 36 | < 0.1% |
| -7.773993599 | 34 | < 0.1% |
| -1.657607816 | 31 | < 0.1% |
| -11.61519305 | 28 | < 0.1% |
| -3.427814651 | 27 | < 0.1% |
| -6.749901739 | 18 | < 0.1% |
| -14.32730559 | 18 | < 0.1% |
| Other values (111) | 283 | 0.2% |
| Value | Count | Frequency (%) |
| -55.83461195 | 1 | |
| -51.68345039 | 1 | |
| -50.41740824 | 1 | |
| -39.26917714 | 1 | |
| -36.9797951 | 1 |
| Value | Count | Frequency (%) |
| 0 | 149389 | |
| -1.000000001 | 1 | < 0.1% |
| -1.049793044 | 4 | < 0.1% |
| -1.164401954 | 5 | < 0.1% |
| -1.31316983 | 4 | < 0.1% |
abon_part_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.374419469 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 149992 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.01014439876 |
|---|---|
| Coefficient of variation (CV) | 137.561998 |
| Kurtosis | 19354.43306 |
| Mean | 7.374419469 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 138.6547523 |
| Sum | 11.0616292 |
| Variance | 0.0001029088262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149992 | |
| 1.480453014 | 3 | < 0.1% |
| 1.462337126 | 2 | < 0.1% |
| 1.092402537 | 1 | < 0.1% |
| 1.260961304 | 1 | < 0.1% |
| 1.342232068 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149992 | |
| 1.092402537 | 1 | < 0.1% |
| 1.260961304 | 1 | < 0.1% |
| 1.342232068 | 1 | < 0.1% |
| 1.462337126 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 3 | |
| 1.462337126 | 2 | |
| 1.342232068 | 1 | < 0.1% |
| 1.260961304 | 1 | < 0.1% |
| 1.092402537 | 1 | < 0.1% |
accum_mts_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 895 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005680583731 |
| Minimum | -1 |
|---|---|
| Maximum | 1.000819467 |
| Zeros | 124736 |
| Zeros (%) | 83.2% |
| Negative | 12206 |
| Negative (%) | 8.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000000435 |
| Maximum | 1.000819467 |
| Range | 2.000819467 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4103616549 |
|---|---|
| Coefficient of variation (CV) | 72.23934622 |
| Kurtosis | 2.936312794 |
| Mean | 0.005680583731 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.04069066175 |
| Sum | 852.0875596 |
| Variance | 0.1683966878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124736 | |
| -1 | 8384 | 5.6% |
| -1 | 1913 | 1.3% |
| 1.000000004 | 923 | 0.6% |
| -1 | 780 | 0.5% |
| 1.000000014 | 712 | 0.5% |
| 1.000000032 | 558 | 0.4% |
| 1.000000058 | 493 | 0.3% |
| -1 | 450 | 0.3% |
| 1.00000009 | 434 | 0.3% |
| Other values (885) | 10617 | 7.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 3 | < 0.1% |
| -1 | 4 | < 0.1% |
| -1 | 7 | < 0.1% |
| -1 | 197 |
| Value | Count | Frequency (%) |
| 1.000819467 | 1 | |
| 1.000593451 | 1 | |
| 1.000429475 | 1 | |
| 1.000384416 | 1 | |
| 1.000287487 | 1 |
content_clc_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001056426247 |
| Minimum | 0 |
|---|---|
| Maximum | 15.20819471 |
| Zeros | 149968 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15.20819471 |
| Range | 15.20819471 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09342926963 |
|---|---|
| Coefficient of variation (CV) | 88.4389894 |
| Kurtosis | 14212.29203 |
| Mean | 0.001056426247 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 112.4748562 |
| Sum | 158.463937 |
| Variance | 0.008729028424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149968 | |
| 1.109485035 | 5 | < 0.1% |
| 3.281880578 | 3 | < 0.1% |
| 2.782227848 | 2 | < 0.1% |
| 9.55963433 | 2 | < 0.1% |
| 3.539668309 | 2 | < 0.1% |
| 5.7508689 | 2 | < 0.1% |
| 1.335336222 | 2 | < 0.1% |
| 10.38213054 | 1 | < 0.1% |
| 8.375893519 | 1 | < 0.1% |
| Other values (12) | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149968 | |
| 1.109485035 | 5 | < 0.1% |
| 1.148322296 | 1 | < 0.1% |
| 1.334752185 | 1 | < 0.1% |
| 1.335336222 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.20819471 | 1 | |
| 13.89996724 | 1 | |
| 12.39323838 | 1 | |
| 10.38213054 | 1 | |
| 9.55963433 | 2 |
voice_out_fix_tar_dur_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 730 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.358384389 |
| Minimum | 0 |
|---|---|
| Maximum | 73.1953774 |
| Zeros | 127529 |
| Zeros (%) | 85.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24.38194055 |
| Maximum | 73.1953774 |
| Range | 73.1953774 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.69265738 |
|---|---|
| Coefficient of variation (CV) | 2.588344981 |
| Kurtosis | 6.911727167 |
| Mean | 3.358384389 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.69295243 |
| Sum | 503757.6584 |
| Variance | 75.56229232 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127529 | |
| 12.79226812 | 5439 | 3.6% |
| 17.89928393 | 3349 | 2.2% |
| 21.34785349 | 2223 | 1.5% |
| 23.99960696 | 1319 | 0.9% |
| 26.17309696 | 869 | 0.6% |
| 28.02437138 | 660 | 0.4% |
| 17.54941206 | 611 | 0.4% |
| 13.76988162 | 461 | 0.3% |
| 29.64238548 | 458 | 0.3% |
| Other values (720) | 7082 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 127529 | |
| 12.79226812 | 5439 | 3.6% |
| 13.76988162 | 461 | 0.3% |
| 16.30232696 | 79 | 0.1% |
| 17.54941206 | 611 | 0.4% |
| Value | Count | Frequency (%) |
| 73.1953774 | 1 | |
| 72.68792125 | 1 | |
| 70.40609387 | 1 | |
| 68.59713571 | 1 | |
| 68.01414911 | 1 |
voice_mts_out_nwork_partmin_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 8697 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2807229462 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 108249 |
| Zeros (%) | 72.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000124843 |
| 95-th percentile | 1.012570289 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.000124843 |
Descriptive statistics
| Standard deviation | 0.4521283734 |
|---|---|
| Coefficient of variation (CV) | 1.610585738 |
| Kurtosis | -1.015170409 |
| Mean | 0.2807229462 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9908867801 |
| Sum | 42108.44193 |
| Variance | 0.2044200661 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108249 | |
| 1.00238048 | 201 | 0.1% |
| 1.001975959 | 195 | 0.1% |
| 1.001666435 | 191 | 0.1% |
| 1.002923264 | 187 | 0.1% |
| 1.001811321 | 184 | 0.1% |
| 1.001231401 | 184 | 0.1% |
| 1.004165221 | 180 | 0.1% |
| 1.002631002 | 178 | 0.1% |
| 1.003675345 | 173 | 0.1% |
| Other values (8687) | 40078 | 26.7% |
| Value | Count | Frequency (%) |
| 0 | 108249 | |
| 1.000000693 | 1 | < 0.1% |
| 1.000001379 | 1 | < 0.1% |
| 1.000001809 | 1 | < 0.1% |
| 1.000002091 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.41812669 | 1 | |
| 1.351724578 | 1 | |
| 1.346786921 | 1 | |
| 1.329428547 | 1 |
vas_clc_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 4813 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.755599499 |
| Minimum | 0 |
|---|---|
| Maximum | 62.86542916 |
| Zeros | 63561 |
| Zeros (%) | 42.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.604773951 |
| Q3 | 7.639986458 |
| 95-th percentile | 22.19111282 |
| Maximum | 62.86542916 |
| Range | 62.86542916 |
| Interquartile range (IQR) | 7.639986458 |
Descriptive statistics
| Standard deviation | 8.185094746 |
|---|---|
| Coefficient of variation (CV) | 1.422109851 |
| Kurtosis | 4.113284761 |
| Mean | 5.755599499 |
| Median Absolute Deviation (MAD) | 1.604773951 |
| Skewness | 1.838637706 |
| Sum | 863339.9249 |
| Variance | 66.995776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63561 | |
| 4.497536115 | 15374 | 10.2% |
| 1.604773951 | 7505 | 5.0% |
| 7.165976416 | 5933 | 4.0% |
| 22.11876484 | 5879 | 3.9% |
| 1.604273725 | 4321 | 2.9% |
| 9.181785673 | 3198 | 2.1% |
| 20.13969538 | 2870 | 1.9% |
| 10.81975628 | 2358 | 1.6% |
| 12.20938997 | 1506 | 1.0% |
| Other values (4803) | 37495 |
| Value | Count | Frequency (%) |
| 0 | 63561 | |
| 1.000060369 | 7 | < 0.1% |
| 1.000095107 | 38 | < 0.1% |
| 1.000196043 | 7 | < 0.1% |
| 1.018881881 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 62.86542916 | 1 | < 0.1% |
| 62.76573354 | 4 | |
| 62.38074321 | 1 | < 0.1% |
| 61.81226865 | 1 | < 0.1% |
| 61.63584073 | 1 | < 0.1% |
sms_roam_clc_mea_wk1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
pay_avg_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 8736 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.12116217 |
| Minimum | 0 |
|---|---|
| Maximum | 61.25789741 |
| Zeros | 51713 |
| Zeros (%) | 34.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 16.45925281 |
| Q3 | 19.75525126 |
| 95-th percentile | 24.76754894 |
| Maximum | 61.25789741 |
| Range | 61.25789741 |
| Interquartile range (IQR) | 19.75525126 |
Descriptive statistics
| Standard deviation | 9.687876284 |
|---|---|
| Coefficient of variation (CV) | 0.799253087 |
| Kurtosis | -1.228809941 |
| Mean | 12.12116217 |
| Median Absolute Deviation (MAD) | 5.840084579 |
| Skewness | -0.139568137 |
| Sum | 1818174.326 |
| Variance | 93.85494689 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51713 | |
| 16.45925281 | 8851 | 5.9% |
| 19.75525126 | 8227 | 5.5% |
| 17.89928393 | 7463 | 5.0% |
| 18.55320686 | 5584 | 3.7% |
| 22.29933738 | 4808 | 3.2% |
| 18.2311323 | 4709 | 3.1% |
| 24.76754894 | 3733 | 2.5% |
| 19.17043973 | 3692 | 2.5% |
| 21.34785349 | 2673 | 1.8% |
| Other values (8726) | 48547 |
| Value | Count | Frequency (%) |
| 0 | 51713 | |
| 1.00238048 | 1 | < 0.1% |
| 1.007426595 | 1 | < 0.1% |
| 1.00908403 | 1 | < 0.1% |
| 1.012843391 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.25789741 | 1 | |
| 57.02418135 | 1 | |
| 56.77016268 | 1 | |
| 56.33829835 | 1 | |
| 54.36309795 | 1 |
content_clc_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.314806164 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 1.604916881 |
| Zeros | 149996 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.604916881 |
| Range | 1.604916881 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.006509579572 |
|---|---|
| Coefficient of variation (CV) | 196.3788906 |
| Kurtosis | 42334.66725 |
| Mean | 3.314806164 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 202.5103475 |
| Sum | 4.972209247 |
| Variance | 4.23746262 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149996 | |
| 1.109485035 | 2 | < 0.1% |
| 1.148322296 | 1 | < 0.1% |
| 1.604916881 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149996 | |
| 1.109485035 | 2 | < 0.1% |
| 1.148322296 | 1 | < 0.1% |
| 1.604916881 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.604916881 | 1 | < 0.1% |
| 1.148322296 | 1 | < 0.1% |
| 1.109485035 | 2 | < 0.1% |
| 0 | 149996 |
pay_p2p_out_sum_mea_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 229 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.04773497407 |
| Minimum | -57.70745562 |
|---|---|
| Maximum | 0 |
| Zeros | 148548 |
| Zeros (%) | 99.0% |
| Negative | 1452 |
| Negative (%) | 1.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -57.70745562 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 57.70745562 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6950526348 |
|---|---|
| Coefficient of variation (CV) | -14.56065806 |
| Kurtosis | 1165.03282 |
| Mean | -0.04773497407 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -27.24057086 |
| Sum | -7160.246111 |
| Variance | 0.4830981651 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148548 | |
| -1.367400612 | 168 | 0.1% |
| -1.962026024 | 134 | 0.1% |
| -2.569415055 | 80 | 0.1% |
| -5.988934212 | 68 | < 0.1% |
| -3.696911934 | 67 | < 0.1% |
| -1.121317553 | 63 | < 0.1% |
| -1.657607816 | 51 | < 0.1% |
| -3.150144399 | 47 | < 0.1% |
| -4.210401996 | 37 | < 0.1% |
| Other values (219) | 737 | 0.5% |
| Value | Count | Frequency (%) |
| -57.70745562 | 1 | |
| -45.02562336 | 1 | |
| -43.33170796 | 1 | |
| -40.78635977 | 1 | |
| -40.72300595 | 1 |
| Value | Count | Frequency (%) |
| 0 | 148548 | |
| -1 | 1 | < 0.1% |
| -1.006406835 | 3 | < 0.1% |
| -1.023762432 | 13 | < 0.1% |
| -1.049793044 | 9 | < 0.1% |
data_3g_tar_vol_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 94560 |
|---|---|
| Distinct (%) | 63.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.13863092 |
| Minimum | 0 |
|---|---|
| Maximum | 314.250492 |
| Zeros | 52992 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 97.79235762 |
| Q3 | 163.6495712 |
| 95-th percentile | 211.0741729 |
| Maximum | 314.250492 |
| Range | 314.250492 |
| Interquartile range (IQR) | 163.6495712 |
Descriptive statistics
| Standard deviation | 81.61902177 |
|---|---|
| Coefficient of variation (CV) | 0.9156414108 |
| Kurtosis | -1.53812661 |
| Mean | 89.13863092 |
| Median Absolute Deviation (MAD) | 91.62504894 |
| Skewness | 0.1395125732 |
| Sum | 13370794.64 |
| Variance | 6661.664714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.164401954 | 206 | 0.1% |
| 16.45925281 | 148 | 0.1% |
| 1.480453014 | 109 | 0.1% |
| 1.839588705 | 82 | 0.1% |
| 2.206948961 | 79 | 0.1% |
| 2.569415055 | 73 | < 0.1% |
| 22.29933738 | 51 | < 0.1% |
| 2.921812056 | 45 | < 0.1% |
| 3.590290394 | 42 | < 0.1% |
| Other values (94550) | 96173 |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.00037415 | 6 | < 0.1% |
| 1.000451853 | 3 | < 0.1% |
| 1.000628687 | 30 | < 0.1% |
| 1.000727736 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 314.250492 | 1 | |
| 302.4002721 | 1 | |
| 301.5387784 | 1 | |
| 300.1520269 | 1 | |
| 299.6713729 | 1 |
vas_clc_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 287 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05846481119 |
| Minimum | 0 |
|---|---|
| Maximum | 52.06788685 |
| Zeros | 147445 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52.06788685 |
| Range | 52.06788685 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6581819733 |
|---|---|
| Coefficient of variation (CV) | 11.25774564 |
| Kurtosis | 717.0925992 |
| Mean | 0.05846481119 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.4214821 |
| Sum | 8769.721679 |
| Variance | 0.43320351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147445 | |
| 1.604773951 | 523 | 0.3% |
| 1.604273725 | 459 | 0.3% |
| 1.169725207 | 262 | 0.2% |
| 2.46360592 | 131 | 0.1% |
| 4.497536115 | 109 | 0.1% |
| 2.462595556 | 99 | 0.1% |
| 3.281747174 | 67 | < 0.1% |
| 3.280346311 | 60 | < 0.1% |
| 2.463172916 | 46 | < 0.1% |
| Other values (277) | 799 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 147445 | |
| 1.021015075 | 1 | < 0.1% |
| 1.021216128 | 32 | < 0.1% |
| 1.065158781 | 1 | < 0.1% |
| 1.074404269 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.06788685 | 1 | |
| 32.11195452 | 1 | |
| 28.31281606 | 1 | |
| 27.51750585 | 1 | |
| 26.44872941 | 1 |
sms_in_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 451 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.481832827 |
| Minimum | 0 |
|---|---|
| Maximum | 53.91805285 |
| Zeros | 28267 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.049793044 |
| median | 1.657607816 |
| Q3 | 3.262248815 |
| 95-th percentile | 7.677043351 |
| Maximum | 53.91805285 |
| Range | 53.91805285 |
| Interquartile range (IQR) | 2.212455771 |
Descriptive statistics
| Standard deviation | 2.648769853 |
|---|---|
| Coefficient of variation (CV) | 1.067263606 |
| Kurtosis | 13.10245342 |
| Mean | 2.481832827 |
| Median Absolute Deviation (MAD) | 1.089430685 |
| Skewness | 2.630423055 |
| Sum | 372274.924 |
| Variance | 7.015981734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28267 | |
| 1.049793044 | 13042 | 8.7% |
| 1.164401954 | 11269 | 7.5% |
| 1.31316983 | 9540 | 6.4% |
| 1.480453014 | 8296 | 5.5% |
| 1.657607816 | 7139 | 4.8% |
| 1.839588705 | 6211 | 4.1% |
| 2.023336405 | 5459 | 3.6% |
| 2.206948961 | 4849 | 3.2% |
| 2.3892276 | 4306 | 2.9% |
| Other values (441) | 51622 |
| Value | Count | Frequency (%) |
| 0 | 28267 | |
| 1.049793044 | 13042 | |
| 1.164401954 | 11269 | 7.5% |
| 1.31316983 | 9540 | 6.4% |
| 1.480453014 | 8296 | 5.5% |
| Value | Count | Frequency (%) |
| 53.91805285 | 1 | |
| 40.91796818 | 1 | |
| 40.57801558 | 1 | |
| 39.80662927 | 1 | |
| 36.69399953 | 1 |
goodok_clc_max_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
com_num_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 97831 |
|---|---|
| Distinct (%) | 65.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1588127114 |
| Minimum | -1.021441345 |
|---|---|
| Maximum | 1.046710439 |
| Zeros | 12462 |
| Zeros (%) | 8.3% |
| Negative | 56879 |
| Negative (%) | 37.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.021441345 |
|---|---|
| 5-th percentile | -1.000603222 |
| Q1 | -1.000022359 |
| median | 1.000001552 |
| Q3 | 1.00014795 |
| 95-th percentile | 1.002127295 |
| Maximum | 1.046710439 |
| Range | 2.068151783 |
| Interquartile range (IQR) | 2.000170309 |
Descriptive statistics
| Standard deviation | 0.9448700586 |
|---|---|
| Coefficient of variation (CV) | 5.949587096 |
| Kurtosis | -1.802035843 |
| Mean | 0.1588127114 |
| Median Absolute Deviation (MAD) | 0.002842627393 |
| Skewness | -0.3200541501 |
| Sum | 23821.90671 |
| Variance | 0.8927794276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12462 | 8.3% |
| 1.000012183 | 466 | 0.3% |
| -1.000012183 | 399 | 0.3% |
| 1.000108887 | 391 | 0.3% |
| 1.001424332 | 330 | 0.2% |
| 1.00095998 | 296 | 0.2% |
| -1.000108887 | 294 | 0.2% |
| 1.000300379 | 274 | 0.2% |
| 1.000003051 | 269 | 0.2% |
| 1.000584711 | 269 | 0.2% |
| Other values (97821) | 134550 |
| Value | Count | Frequency (%) |
| -1.021441345 | 1 | |
| -1.021352973 | 1 | |
| -1.019618468 | 1 | |
| -1.019054363 | 1 | |
| -1.018359232 | 1 |
| Value | Count | Frequency (%) |
| 1.046710439 | 1 | |
| 1.040780306 | 2 | |
| 1.035742357 | 1 | |
| 1.034904592 | 1 | |
| 1.034634058 | 2 |
all_home_clc_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 31774 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.618387762 |
| Minimum | 0 |
|---|---|
| Maximum | 51.31406352 |
| Zeros | 55301 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.053927157 |
| Q3 | 1.918619189 |
| 95-th percentile | 6.220263244 |
| Maximum | 51.31406352 |
| Range | 51.31406352 |
| Interquartile range (IQR) | 1.918619189 |
Descriptive statistics
| Standard deviation | 2.314292686 |
|---|---|
| Coefficient of variation (CV) | 1.42999888 |
| Kurtosis | 15.09941428 |
| Mean | 1.618387762 |
| Median Absolute Deviation (MAD) | 1.053927157 |
| Skewness | 3.070044424 |
| Sum | 242758.1643 |
| Variance | 5.355950638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 55301 | |
| 1.008746121 | 5039 | 3.4% |
| 1.1418941 | 4074 | 2.7% |
| 1.008736187 | 2094 | 1.4% |
| 1.032054747 | 1844 | 1.2% |
| 1.422065134 | 1738 | 1.2% |
| 1.252922906 | 1563 | 1.0% |
| 1.746290425 | 900 | 0.6% |
| 1.066468818 | 893 | 0.6% |
| 1.032019827 | 877 | 0.6% |
| Other values (31764) | 75677 |
| Value | Count | Frequency (%) |
| 0 | 55301 | |
| 1 | 484 | 0.3% |
| 1 | 1 | < 0.1% |
| 1 | 207 | 0.1% |
| 1.000000001 | 100 | 0.1% |
| Value | Count | Frequency (%) |
| 51.31406352 | 1 | |
| 40.14232019 | 1 | |
| 31.2078762 | 1 | |
| 28.67743786 | 1 | |
| 28.13071954 | 1 |
voice_in_short_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1208 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.774706648 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 36795 |
| Zeros (%) | 24.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000282479 |
| median | 1.002923264 |
| Q3 | 1.010016699 |
| 95-th percentile | 1.082760975 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.009734219451 |
Descriptive statistics
| Standard deviation | 0.4464501388 |
|---|---|
| Coefficient of variation (CV) | 0.576282829 |
| Kurtosis | -0.6004508336 |
| Mean | 0.774706648 |
| Median Absolute Deviation (MAD) | 0.006160765958 |
| Skewness | -1.092294041 |
| Sum | 116205.9972 |
| Variance | 0.1993177264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36795 | |
| 1.00908403 | 3689 | 2.5% |
| 1.011100838 | 3656 | 2.4% |
| 1.013872843 | 3641 | 2.4% |
| 1.017830633 | 3611 | 2.4% |
| 1.00757098 | 3536 | 2.4% |
| 1.023762432 | 3515 | 2.3% |
| 1.03324115 | 3472 | 2.3% |
| 1.006406835 | 3424 | 2.3% |
| 1.005491992 | 3370 | 2.2% |
| Other values (1198) | 81291 |
| Value | Count | Frequency (%) |
| 0 | 36795 | |
| 1.000020755 | 1 | < 0.1% |
| 1.00003882 | 1 | < 0.1% |
| 1.000043 | 1 | < 0.1% |
| 1.000047236 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2430 | |
| 1.395148847 | 1 | < 0.1% |
| 1.383209542 | 5 | < 0.1% |
| 1.375897095 | 1 | < 0.1% |
| 1.367400612 | 3 | < 0.1% |
pay_max_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1591 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.51978719 |
| Minimum | 0 |
|---|---|
| Maximum | 72.49599656 |
| Zeros | 51230 |
| Zeros (%) | 34.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 22.29933738 |
| Q3 | 26.17309696 |
| 95-th percentile | 31.96388736 |
| Maximum | 72.49599656 |
| Range | 72.49599656 |
| Interquartile range (IQR) | 26.17309696 |
Descriptive statistics
| Standard deviation | 12.80889935 |
|---|---|
| Coefficient of variation (CV) | 0.7753670919 |
| Kurtosis | -1.36376565 |
| Mean | 16.51978719 |
| Median Absolute Deviation (MAD) | 6.825705563 |
| Skewness | -0.2741125906 |
| Sum | 2477968.079 |
| Variance | 164.0679027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51230 | |
| 22.29933738 | 11052 | 7.4% |
| 26.17309696 | 9905 | 6.6% |
| 23.99960696 | 8814 | 5.9% |
| 24.76754894 | 6502 | 4.3% |
| 29.12504295 | 6298 | 4.2% |
| 24.38962268 | 5488 | 3.7% |
| 31.96388736 | 4639 | 3.1% |
| 25.49022445 | 4248 | 2.8% |
| 28.02437138 | 3378 | 2.3% |
| Other values (1581) | 38446 |
| Value | Count | Frequency (%) |
| 0 | 51230 | |
| 1.00908403 | 1 | < 0.1% |
| 1.027395029 | 1 | < 0.1% |
| 1.03324115 | 1 | < 0.1% |
| 1.046272906 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.49599656 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 1 | |
| 67.12657433 | 1 | |
| 65.37213434 | 1 |
sms_clc_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1296 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.281748868 |
| Minimum | 0 |
|---|---|
| Maximum | 26.61147654 |
| Zeros | 122136 |
| Zeros (%) | 81.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.569106524 |
| Maximum | 26.61147654 |
| Range | 26.61147654 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.728690447 |
|---|---|
| Coefficient of variation (CV) | 2.586311889 |
| Kurtosis | 141.6034691 |
| Mean | 0.281748868 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.494815706 |
| Sum | 42262.3302 |
| Variance | 0.5309897676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122136 | |
| 1.213999962 | 8910 | 5.9% |
| 1.213796097 | 5640 | 3.8% |
| 1.268649845 | 1639 | 1.1% |
| 1.604559563 | 1209 | 0.8% |
| 1.268400379 | 1198 | 0.8% |
| 1.604773951 | 930 | 0.6% |
| 1.569106524 | 783 | 0.5% |
| 1.604273725 | 660 | 0.4% |
| 1.568630991 | 545 | 0.4% |
| Other values (1286) | 6350 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 122136 | |
| 1.000000122 | 2 | < 0.1% |
| 1.00000016 | 1 | < 0.1% |
| 1.001474796 | 1 | < 0.1% |
| 1.0050501 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.61147654 | 1 | |
| 26.44737534 | 1 | |
| 24.05902071 | 1 | |
| 23.41214637 | 1 | |
| 22.32041441 | 1 |
pay_max_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3048 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.317994798 |
| Minimum | -29.76860007 |
|---|---|
| Maximum | 57.50085858 |
| Zeros | 51227 |
| Zeros (%) | 34.2% |
| Negative | 6 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -29.76860007 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.22185739 |
| Q3 | 14.32730559 |
| 95-th percentile | 19.6983809 |
| Maximum | 57.50085858 |
| Range | 87.26945865 |
| Interquartile range (IQR) | 14.32730559 |
Descriptive statistics
| Standard deviation | 7.559033457 |
|---|---|
| Coefficient of variation (CV) | 0.8112296283 |
| Kurtosis | -0.8824089972 |
| Mean | 9.317994798 |
| Median Absolute Deviation (MAD) | 4.642892188 |
| Skewness | 0.004332366848 |
| Sum | 1397699.22 |
| Variance | 57.1389868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51227 | |
| 11.61519305 | 9855 | 6.6% |
| 14.32730559 | 8841 | 5.9% |
| 12.79226812 | 8158 | 5.4% |
| 13.33095137 | 5953 | 4.0% |
| 16.45925281 | 5707 | 3.8% |
| 13.0653276 | 5026 | 3.4% |
| 18.55320686 | 4205 | 2.8% |
| 13.84160798 | 3954 | 2.6% |
| 15.65849494 | 3065 | 2.0% |
| Other values (3038) | 44009 |
| Value | Count | Frequency (%) |
| -29.76860007 | 1 | |
| -25.6921398 | 1 | |
| -19.84323107 | 1 | |
| -7.081050652 | 1 | |
| -5.579883184 | 1 |
| Value | Count | Frequency (%) |
| 57.50085858 | 1 | |
| 51.86112364 | 1 | |
| 51.83259514 | 1 | |
| 50.98312019 | 1 | |
| 47.13594282 | 1 |
accum_mts_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 24136 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.05853334036 |
| Minimum | -1.000043371 |
|---|---|
| Maximum | 1.000015407 |
| Zeros | 70652 |
| Zeros (%) | 47.1% |
| Negative | 44064 |
| Negative (%) | 29.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.000043371 |
|---|---|
| 5-th percentile | -1.000000077 |
| Q1 | -1 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000000041 |
| Maximum | 1.000015407 |
| Range | 2.000058777 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7249580052 |
|---|---|
| Coefficient of variation (CV) | -12.38538585 |
| Kurtosis | -1.095236247 |
| Mean | -0.05853334036 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.08912141984 |
| Sum | -8780.001054 |
| Variance | 0.5255641094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70652 | |
| 1 | 2466 | 1.6% |
| -1 | 2313 | 1.5% |
| -1 | 1325 | 0.9% |
| -1 | 1302 | 0.9% |
| 1 | 1258 | 0.8% |
| 1 | 1153 | 0.8% |
| 1 | 1104 | 0.7% |
| -1 | 1101 | 0.7% |
| -1 | 1066 | 0.7% |
| Other values (24126) | 66260 |
| Value | Count | Frequency (%) |
| -1.000043371 | 1 | |
| -1.000015491 | 1 | |
| -1.000013611 | 1 | |
| -1.000013416 | 1 | |
| -1.000013298 | 1 |
| Value | Count | Frequency (%) |
| 1.000015407 | 1 | |
| 1.000011276 | 1 | |
| 1.000007725 | 1 | |
| 1.000007484 | 1 | |
| 1.000006385 | 1 |
gprs_clc_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 248 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5357200013 |
| Minimum | 0 |
|---|---|
| Maximum | 34.0820661 |
| Zeros | 137983 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.497536115 |
| Maximum | 34.0820661 |
| Range | 34.0820661 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.06872355 |
|---|---|
| Coefficient of variation (CV) | 3.861576094 |
| Kurtosis | 30.12047532 |
| Mean | 0.5357200013 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.925971213 |
| Sum | 80358.00019 |
| Variance | 4.279617125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137983 | |
| 4.497536115 | 6561 | 4.4% |
| 7.165976416 | 1837 | 1.2% |
| 9.181785673 | 864 | 0.6% |
| 10.81975628 | 506 | 0.3% |
| 5.750474527 | 264 | 0.2% |
| 12.20938997 | 249 | 0.2% |
| 3.539668309 | 174 | 0.1% |
| 13.42201696 | 172 | 0.1% |
| 4.497939569 | 114 | 0.1% |
| Other values (238) | 1276 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 137983 | |
| 1.013168994 | 1 | < 0.1% |
| 1.332223841 | 2 | < 0.1% |
| 1.333714426 | 1 | < 0.1% |
| 1.333779266 | 28 | < 0.1% |
| Value | Count | Frequency (%) |
| 34.0820661 | 1 | |
| 31.640816 | 1 | |
| 31.39894138 | 1 | |
| 30.8670736 | 2 | |
| 28.91645143 | 2 |
vas_clc_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 5410 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.448930763 |
| Minimum | 0 |
|---|---|
| Maximum | 53.36220261 |
| Zeros | 96514 |
| Zeros (%) | 64.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.399948404 |
| 95-th percentile | 10.15469148 |
| Maximum | 53.36220261 |
| Range | 53.36220261 |
| Interquartile range (IQR) | 1.399948404 |
Descriptive statistics
| Standard deviation | 3.283001006 |
|---|---|
| Coefficient of variation (CV) | 2.265809443 |
| Kurtosis | 21.15575276 |
| Mean | 1.448930763 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.818224626 |
| Sum | 217339.6145 |
| Variance | 10.7780956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 96514 | |
| 1.746290425 | 7927 | 5.3% |
| 1.066468818 | 5401 | 3.6% |
| 1.066399103 | 3480 | 2.3% |
| 2.743301695 | 2529 | 1.7% |
| 11.49152712 | 1795 | 1.2% |
| 1.213999962 | 1409 | 0.9% |
| 3.665311256 | 1357 | 0.9% |
| 1.213796097 | 1103 | 0.7% |
| 4.497536115 | 913 | 0.6% |
| Other values (5400) | 27572 | 18.4% |
| Value | Count | Frequency (%) |
| 0 | 96514 | |
| 1.000003795 | 4 | < 0.1% |
| 1.000005988 | 54 | < 0.1% |
| 1.000012382 | 9 | < 0.1% |
| 1.000023893 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.36220261 | 1 | < 0.1% |
| 43.01198649 | 1 | < 0.1% |
| 42.91243609 | 4 | |
| 42.59577548 | 1 | < 0.1% |
| 41.98995102 | 1 | < 0.1% |
all_clc_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 62332 |
|---|---|
| Distinct (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.213783081 |
| Minimum | 0 |
|---|---|
| Maximum | 51.54900345 |
| Zeros | 25921 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.2531409 |
| median | 7.084896199 |
| Q3 | 11.27638843 |
| 95-th percentile | 16.67865912 |
| Maximum | 51.54900345 |
| Range | 51.54900345 |
| Interquartile range (IQR) | 10.02324753 |
Descriptive statistics
| Standard deviation | 5.552541492 |
|---|---|
| Coefficient of variation (CV) | 0.7697128441 |
| Kurtosis | -0.4296386413 |
| Mean | 7.213783081 |
| Median Absolute Deviation (MAD) | 4.753251299 |
| Skewness | 0.368928226 |
| Sum | 1082067.462 |
| Variance | 30.83071702 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25921 | 17.3% |
| 5.750836037 | 1860 | 1.2% |
| 1.008746121 | 1766 | 1.2% |
| 8.921894497 | 921 | 0.6% |
| 5.910345837 | 728 | 0.5% |
| 3.325380361 | 696 | 0.5% |
| 5.910345837 | 653 | 0.4% |
| 6.370802341 | 642 | 0.4% |
| 9.139656257 | 612 | 0.4% |
| 5.079127105 | 596 | 0.4% |
| Other values (62322) | 115605 |
| Value | Count | Frequency (%) |
| 0 | 25921 | |
| 1 | 152 | 0.1% |
| 1 | 61 | < 0.1% |
| 1.000000001 | 32 | < 0.1% |
| 1.000000001 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.54900345 | 1 | |
| 40.58740843 | 1 | |
| 39.5955706 | 1 | |
| 37.51526968 | 1 | |
| 36.0180647 | 1 |
voice_in_kievstar_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2492 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2984136353 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 107367 |
| Zeros (%) | 71.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000891199 |
| 95-th percentile | 1.082760975 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.000891199 |
Descriptive statistics
| Standard deviation | 0.475883454 |
|---|---|
| Coefficient of variation (CV) | 1.594710823 |
| Kurtosis | -0.9405236168 |
| Mean | 0.2984136353 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9939633947 |
| Sum | 44762.04529 |
| Variance | 0.2264650618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107367 | |
| 1.082760975 | 875 | 0.6% |
| 1.03324115 | 853 | 0.6% |
| 1.049793044 | 843 | 0.6% |
| 1.017830633 | 775 | 0.5% |
| 1.023762432 | 767 | 0.5% |
| 1.164401954 | 716 | 0.5% |
| 1.013872843 | 698 | 0.5% |
| 1.011100838 | 697 | 0.5% |
| 1.00908403 | 675 | 0.4% |
| Other values (2482) | 35734 | 23.8% |
| Value | Count | Frequency (%) |
| 0 | 107367 | |
| 1.000013667 | 1 | < 0.1% |
| 1.000016064 | 1 | < 0.1% |
| 1.000020019 | 2 | < 0.1% |
| 1.000021139 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 424 | |
| 1.466339681 | 1 | < 0.1% |
| 1.466046358 | 1 | < 0.1% |
| 1.462731594 | 1 | < 0.1% |
| 1.462024934 | 1 | < 0.1% |
Ama_rchrgmnt_sum_mea_wk1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
sms_in_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 56 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1289285255 |
| Minimum | 0 |
|---|---|
| Maximum | 53.09148969 |
| Zeros | 141682 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 53.09148969 |
| Range | 53.09148969 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6819481478 |
|---|---|
| Coefficient of variation (CV) | 5.289350401 |
| Kurtosis | 401.1150248 |
| Mean | 0.1289285255 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.48356169 |
| Sum | 19339.27882 |
| Variance | 0.4650532763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141682 | |
| 1.480453014 | 4785 | 3.2% |
| 2.206948961 | 1630 | 1.1% |
| 2.921812056 | 707 | 0.5% |
| 3.590290394 | 377 | 0.3% |
| 4.210401996 | 231 | 0.2% |
| 4.786566308 | 132 | 0.1% |
| 5.324077125 | 86 | 0.1% |
| 5.827795843 | 73 | < 0.1% |
| 6.749901739 | 47 | < 0.1% |
| Other values (46) | 250 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 141682 | |
| 1.480453014 | 4785 | 3.2% |
| 2.206948961 | 1630 | 1.1% |
| 2.921812056 | 707 | 0.5% |
| 3.590290394 | 377 | 0.3% |
| Value | Count | Frequency (%) |
| 53.09148969 | 1 | |
| 25.97213051 | 1 | |
| 25.13417803 | 1 | |
| 21.64152748 | 1 | |
| 21.44657194 | 1 |
voice_mts_in_drest_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 131148 |
|---|---|
| Distinct (%) | 87.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.05024625761 |
| Minimum | -1.010892908 |
|---|---|
| Maximum | 1.008681242 |
| Zeros | 16296 |
| Zeros (%) | 10.9% |
| Negative | 70619 |
| Negative (%) | 47.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.010892908 |
|---|---|
| 5-th percentile | -1.000715472 |
| Q1 | -1.000072908 |
| median | 0 |
| Q3 | 1.000041266 |
| 95-th percentile | 1.000630066 |
| Maximum | 1.008681242 |
| Range | 2.019574149 |
| Interquartile range (IQR) | 2.000114174 |
Descriptive statistics
| Standard deviation | 0.9430413226 |
|---|---|
| Coefficient of variation (CV) | -18.76838928 |
| Kurtosis | -1.867482255 |
| Mean | -0.05024625761 |
| Median Absolute Deviation (MAD) | 1.00005642 |
| Skewness | 0.1000369179 |
| Sum | -7536.938641 |
| Variance | 0.8893269362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16296 | 10.9% |
| 1.001424332 | 217 | 0.1% |
| 1.000584711 | 192 | 0.1% |
| -1.001424332 | 191 | 0.1% |
| -1.000584711 | 189 | 0.1% |
| 1.00095998 | 179 | 0.1% |
| -1.00095998 | 177 | 0.1% |
| -1.000012183 | 162 | 0.1% |
| 1.000108887 | 159 | 0.1% |
| 1.000012183 | 152 | 0.1% |
| Other values (131138) | 132086 |
| Value | Count | Frequency (%) |
| -1.010892908 | 1 | |
| -1.009258609 | 1 | |
| -1.008421591 | 1 | |
| -1.008400019 | 1 | |
| -1.008273787 | 1 |
| Value | Count | Frequency (%) |
| 1.008681242 | 1 | |
| 1.008264145 | 1 | |
| 1.008138093 | 1 | |
| 1.007986901 | 1 | |
| 1.00790952 | 1 |
voice_mts_in_dwork_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 94707 |
|---|---|
| Distinct (%) | 63.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7217643624 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 50256 |
| Zeros (%) | 33.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.018272221 |
| Q3 | 1.093540165 |
| 95-th percentile | 1.216680545 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.093540165 |
Descriptive statistics
| Standard deviation | 0.5166330965 |
|---|---|
| Coefficient of variation (CV) | 0.715791917 |
| Kurtosis | -1.499298187 |
| Mean | 0.7217643624 |
| Median Absolute Deviation (MAD) | 0.1122380193 |
| Skewness | -0.6431396356 |
| Sum | 108264.6544 |
| Variance | 0.2669097564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50256 | |
| 1.480453014 | 119 | 0.1% |
| 1.049793044 | 39 | < 0.1% |
| 1.164401954 | 35 | < 0.1% |
| 1.082760975 | 27 | < 0.1% |
| 1.017830633 | 22 | < 0.1% |
| 1.03324115 | 19 | < 0.1% |
| 1.063158942 | 19 | < 0.1% |
| 1.023762432 | 18 | < 0.1% |
| 1.101412779 | 15 | < 0.1% |
| Other values (94697) | 99431 |
| Value | Count | Frequency (%) |
| 0 | 50256 | |
| 1.000000003 | 1 | < 0.1% |
| 1.000000004 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| 1.00000002 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 119 | |
| 1.479817552 | 1 | < 0.1% |
| 1.479699581 | 1 | < 0.1% |
| 1.478698704 | 1 | < 0.1% |
| 1.478391984 | 1 | < 0.1% |
voice_in_cmpttrs_td_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 433 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.069090997 |
| Minimum | 0 |
|---|---|
| Maximum | 39.72662732 |
| Zeros | 33653 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.049793044 |
| median | 1.839588705 |
| Q3 | 4.358354821 |
| 95-th percentile | 10.12296649 |
| Maximum | 39.72662732 |
| Range | 39.72662732 |
| Interquartile range (IQR) | 3.308561777 |
Descriptive statistics
| Standard deviation | 3.383037602 |
|---|---|
| Coefficient of variation (CV) | 1.102293026 |
| Kurtosis | 3.799922193 |
| Mean | 3.069090997 |
| Median Absolute Deviation (MAD) | 1.839588705 |
| Skewness | 1.75227173 |
| Sum | 460363.6495 |
| Variance | 11.44494342 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33653 | |
| 1.049793044 | 11862 | 7.9% |
| 1.164401954 | 8922 | 5.9% |
| 1.31316983 | 7019 | 4.7% |
| 1.480453014 | 5886 | 3.9% |
| 1.657607816 | 5200 | 3.5% |
| 1.839588705 | 4433 | 3.0% |
| 2.023336405 | 3975 | 2.6% |
| 2.206948961 | 3629 | 2.4% |
| 2.3892276 | 3308 | 2.2% |
| Other values (423) | 62113 |
| Value | Count | Frequency (%) |
| 0 | 33653 | |
| 1.049793044 | 11862 | 7.9% |
| 1.164401954 | 8922 | 5.9% |
| 1.31316983 | 7019 | 4.7% |
| 1.480453014 | 5886 | 3.9% |
| Value | Count | Frequency (%) |
| 39.72662732 | 1 | |
| 33.05928636 | 1 | |
| 30.88814074 | 1 | |
| 30.70211759 | 1 | |
| 30.57270657 | 1 |
sms_roam_clc_max_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003514595305 |
| Minimum | 0 |
|---|---|
| Maximum | 34.64393425 |
| Zeros | 149939 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 34.64393425 |
| Range | 34.64393425 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1904204458 |
|---|---|
| Coefficient of variation (CV) | 54.17990672 |
| Kurtosis | 9250.664822 |
| Mean | 0.003514595305 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.65110006 |
| Sum | 527.1892958 |
| Variance | 0.03625994618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149939 | |
| 7.485597097 | 49 | < 0.1% |
| 11.23918336 | 8 | < 0.1% |
| 15.9956774 | 1 | < 0.1% |
| 5.941972439 | 1 | < 0.1% |
| 34.64393425 | 1 | < 0.1% |
| 13.89998703 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149939 | |
| 5.941972439 | 1 | < 0.1% |
| 7.485597097 | 49 | < 0.1% |
| 11.23918336 | 8 | < 0.1% |
| 13.89998703 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 34.64393425 | 1 | < 0.1% |
| 15.9956774 | 1 | < 0.1% |
| 13.89998703 | 1 | < 0.1% |
| 11.23918336 | 8 | < 0.1% |
| 7.485597097 | 49 |
pay_max_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 8869 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.28345249 |
| Minimum | -18.2136862 |
|---|---|
| Maximum | 50.91685727 |
| Zeros | 25610 |
| Zeros (%) | 17.1% |
| Negative | 8 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -18.2136862 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.749901739 |
| median | 11.61519305 |
| Q3 | 14.2785913 |
| 95-th percentile | 18.81458237 |
| Maximum | 50.91685727 |
| Range | 69.13054347 |
| Interquartile range (IQR) | 7.528689558 |
Descriptive statistics
| Standard deviation | 6.110265255 |
|---|---|
| Coefficient of variation (CV) | 0.5941842259 |
| Kurtosis | -0.4645037915 |
| Mean | 10.28345249 |
| Median Absolute Deviation (MAD) | 3.399380507 |
| Skewness | -0.3389219519 |
| Sum | 1542517.873 |
| Variance | 37.33534148 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25610 | 17.1% |
| 11.61519305 | 5804 | 3.9% |
| 9.246543868 | 3505 | 2.3% |
| 12.79226812 | 3433 | 2.3% |
| 13.50412131 | 2833 | 1.9% |
| 10.507589 | 2437 | 1.6% |
| 14.32730559 | 2332 | 1.6% |
| 13.33095137 | 2270 | 1.5% |
| 10.26911687 | 2227 | 1.5% |
| 5.988934212 | 2136 | 1.4% |
| Other values (8859) | 97413 |
| Value | Count | Frequency (%) |
| -18.2136862 | 1 | |
| -15.85117914 | 1 | |
| -12.66216151 | 1 | |
| -11.6797155 | 1 | |
| -10.41580237 | 1 |
| Value | Count | Frequency (%) |
| 50.91685727 | 1 | |
| 48.7308926 | 1 | |
| 47.33317693 | 1 | |
| 46.90066065 | 1 | |
| 46.5391609 | 1 |
gprs_clc_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1291 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004762451774 |
| Minimum | -13.00886221 |
|---|---|
| Maximum | 5.801488889 |
| Zeros | 138061 |
| Zeros (%) | 92.0% |
| Negative | 5608 |
| Negative (%) | 3.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -13.00886221 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5.801488889 |
| Range | 18.8103511 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3256847961 |
|---|---|
| Coefficient of variation (CV) | 68.38595153 |
| Kurtosis | 38.63168665 |
| Mean | 0.004762451774 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4759561126 |
| Sum | 714.367766 |
| Variance | 0.1060705864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 138061 | |
| 1.036693105 | 624 | 0.4% |
| 1.025391069 | 613 | 0.4% |
| 1.015892394 | 590 | 0.4% |
| -1.003134246 | 524 | 0.3% |
| -1.00839761 | 514 | 0.3% |
| 1.00839761 | 512 | 0.3% |
| 1.003134246 | 510 | 0.3% |
| -1.025391069 | 497 | 0.3% |
| 1.00036145 | 462 | 0.3% |
| Other values (1281) | 7093 | 4.7% |
| Value | Count | Frequency (%) |
| -13.00886221 | 1 | |
| -6.511538106 | 1 | |
| -6.276195177 | 1 | |
| -5.256918887 | 1 | |
| -5.17652786 | 1 |
| Value | Count | Frequency (%) |
| 5.801488889 | 1 | |
| 5.256922737 | 1 | |
| 5.104548622 | 1 | |
| 5.084011582 | 1 | |
| 5.042775848 | 1 |
ks_num_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 48881 |
|---|---|
| Distinct (%) | 32.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7655729525 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 37149 |
| Zeros (%) | 24.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000051399 |
| median | 1.00344849 |
| Q3 | 1.01194122 |
| 95-th percentile | 1.054846543 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0.01188982097 |
Descriptive statistics
| Standard deviation | 0.4401275747 |
|---|---|
| Coefficient of variation (CV) | 0.5748995876 |
| Kurtosis | -0.6413457467 |
| Mean | 0.7655729525 |
| Median Absolute Deviation (MAD) | 0.008310154564 |
| Skewness | -1.154301793 |
| Sum | 114835.9429 |
| Variance | 0.193712282 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37149 | 24.8% |
| 1.049793044 | 2573 | 1.7% |
| 1.013872843 | 2071 | 1.4% |
| 1.023762432 | 1889 | 1.3% |
| 1.164401954 | 1886 | 1.3% |
| 1.006406835 | 1694 | 1.1% |
| 1.00908403 | 1514 | 1.0% |
| 1.004760016 | 1162 | 0.8% |
| 1.003675345 | 1116 | 0.7% |
| 1.002923264 | 886 | 0.6% |
| Other values (48871) | 98060 |
| Value | Count | Frequency (%) |
| 0 | 37149 | |
| 1 | 5 | < 0.1% |
| 1.000001091 | 1 | < 0.1% |
| 1.000001127 | 1 | < 0.1% |
| 1.000001258 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 385 | |
| 1.190462587 | 2 | < 0.1% |
| 1.1884951 | 1 | < 0.1% |
| 1.18602901 | 4 | < 0.1% |
| 1.182853558 | 4 | < 0.1% |
voice_in_mts_avg_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 69911 |
|---|---|
| Distinct (%) | 46.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.61494361 |
| Minimum | 0 |
|---|---|
| Maximum | 73.36116512 |
| Zeros | 14018 |
| Zeros (%) | 9.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21.04654495 |
| median | 28.78828961 |
| Q3 | 36.3894699 |
| 95-th percentile | 46.31195859 |
| Maximum | 73.36116512 |
| Range | 73.36116512 |
| Interquartile range (IQR) | 15.34292495 |
Descriptive statistics
| Standard deviation | 12.71081061 |
|---|---|
| Coefficient of variation (CV) | 0.4602874006 |
| Kurtosis | 0.03750491237 |
| Mean | 27.61494361 |
| Median Absolute Deviation (MAD) | 7.674104934 |
| Skewness | -0.5559175249 |
| Sum | 4142241.542 |
| Variance | 161.5647064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14018 | 9.3% |
| 17.89928393 | 150 | 0.1% |
| 15.65849494 | 125 | 0.1% |
| 18.92765789 | 121 | 0.1% |
| 16.76321788 | 118 | 0.1% |
| 18.03323823 | 118 | 0.1% |
| 16.91199372 | 117 | 0.1% |
| 13.43521855 | 117 | 0.1% |
| 15.82363655 | 114 | 0.1% |
| 13.01132535 | 114 | 0.1% |
| Other values (69901) | 134888 |
| Value | Count | Frequency (%) |
| 0 | 14018 | |
| 1.480453014 | 22 | < 0.1% |
| 2.206948961 | 28 | < 0.1% |
| 2.479617585 | 1 | < 0.1% |
| 2.921812056 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 73.36116512 | 1 | |
| 70.66247426 | 1 | |
| 68.48447837 | 1 | |
| 67.32633978 | 1 | |
| 66.72046629 | 1 |
voice_in_td_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 895 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.206139403 |
| Minimum | 0 |
|---|---|
| Maximum | 55.11250471 |
| Zeros | 9017 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.358354821 |
| median | 8.943368742 |
| Q3 | 13.38322318 |
| 95-th percentile | 19.40804222 |
| Maximum | 55.11250471 |
| Range | 55.11250471 |
| Interquartile range (IQR) | 9.024868356 |
Descriptive statistics
| Standard deviation | 5.944179882 |
|---|---|
| Coefficient of variation (CV) | 0.6456756325 |
| Kurtosis | -0.3179920796 |
| Mean | 9.206139403 |
| Median Absolute Deviation (MAD) | 4.439854435 |
| Skewness | 0.3889379092 |
| Sum | 1380920.911 |
| Variance | 35.33327447 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9017 | 6.0% |
| 1.049793044 | 2702 | 1.8% |
| 1.164401954 | 2125 | 1.4% |
| 1.31316983 | 1814 | 1.2% |
| 1.480453014 | 1631 | 1.1% |
| 1.657607816 | 1516 | 1.0% |
| 1.839588705 | 1406 | 0.9% |
| 2.023336405 | 1348 | 0.9% |
| 2.206948961 | 1312 | 0.9% |
| 2.3892276 | 1258 | 0.8% |
| Other values (885) | 125871 |
| Value | Count | Frequency (%) |
| 0 | 9017 | |
| 1.049793044 | 2702 | 1.8% |
| 1.164401954 | 2125 | 1.4% |
| 1.31316983 | 1814 | 1.2% |
| 1.480453014 | 1631 | 1.1% |
| Value | Count | Frequency (%) |
| 55.11250471 | 1 | |
| 51.33111145 | 1 | |
| 46.69145201 | 1 | |
| 43.05544344 | 1 | |
| 39.62135382 | 1 |
voice_mts_in_drest_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 109411 |
|---|---|
| Distinct (%) | 72.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.063696383 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 16258 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.056042734 |
| median | 1.130281895 |
| Q3 | 1.256461551 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.2004188165 |
Descriptive statistics
| Standard deviation | 0.3953543777 |
|---|---|
| Coefficient of variation (CV) | 0.3716797238 |
| Kurtosis | 2.850379929 |
| Mean | 1.063696383 |
| Median Absolute Deviation (MAD) | 0.09146849126 |
| Skewness | -1.928040488 |
| Sum | 159554.4574 |
| Variance | 0.1563050839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16258 | 10.8% |
| 1.480453014 | 13452 | 9.0% |
| 1.164401954 | 99 | 0.1% |
| 1.260942818 | 69 | < 0.1% |
| 1.31316983 | 55 | < 0.1% |
| 1.082760975 | 52 | < 0.1% |
| 1.220903412 | 44 | < 0.1% |
| 1.113213566 | 39 | < 0.1% |
| 1.235717839 | 34 | < 0.1% |
| 1.204290552 | 34 | < 0.1% |
| Other values (109401) | 119864 |
| Value | Count | Frequency (%) |
| 0 | 16258 | |
| 1.000000091 | 1 | < 0.1% |
| 1.000000136 | 1 | < 0.1% |
| 1.000000156 | 1 | < 0.1% |
| 1.000000193 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 13452 | |
| 1.480297673 | 1 | < 0.1% |
| 1.480226577 | 1 | < 0.1% |
| 1.480162156 | 1 | < 0.1% |
| 1.480156558 | 1 | < 0.1% |
accum_mts_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3604 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4199970212 |
| Minimum | -1 |
|---|---|
| Maximum | 1.011596663 |
| Zeros | 86921 |
| Zeros (%) | 57.9% |
| Negative | 42 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000003022 |
| 95-th percentile | 1.000167339 |
| Maximum | 1.011596663 |
| Range | 2.011596663 |
| Interquartile range (IQR) | 1.000003022 |
Descriptive statistics
| Standard deviation | 0.4941573876 |
|---|---|
| Coefficient of variation (CV) | 1.176573553 |
| Kurtosis | -1.88057407 |
| Mean | 0.4199970212 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3173559499 |
| Sum | 62999.55318 |
| Variance | 0.2441915237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 86921 | |
| 1 | 3112 | 2.1% |
| 1.000000004 | 1380 | 0.9% |
| 1 | 1266 | 0.8% |
| 1.000000014 | 1096 | 0.7% |
| 1.000000032 | 892 | 0.6% |
| 1.000000058 | 777 | 0.5% |
| 1.00000009 | 716 | 0.5% |
| 1.00000013 | 701 | 0.5% |
| 1 | 668 | 0.4% |
| Other values (3594) | 52471 |
| Value | Count | Frequency (%) |
| -1 | 2 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1 | 8 | |
| -1 | 7 | |
| -1 | 6 |
| Value | Count | Frequency (%) |
| 1.011596663 | 1 | |
| 1.005062021 | 1 | |
| 1.004833873 | 1 | |
| 1.004362586 | 1 | |
| 1.00397766 | 1 |
pay_p2p_out_sum_max_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0007140323538 |
| Minimum | -32.38373528 |
|---|---|
| Maximum | 0 |
| Zeros | 149996 |
| Zeros (%) | > 99.9% |
| Negative | 4 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -32.38373528 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 32.38373528 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1403162188 |
|---|---|
| Coefficient of variation (CV) | -196.5124102 |
| Kurtosis | 41585.3553 |
| Mean | -0.0007140323538 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -201.6787383 |
| Sum | -107.1048531 |
| Variance | 0.01968864127 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149996 | |
| -29.64238548 | 1 | < 0.1% |
| -32.38373528 | 1 | < 0.1% |
| -20.31118337 | 1 | < 0.1% |
| -24.76754894 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -32.38373528 | 1 | < 0.1% |
| -29.64238548 | 1 | < 0.1% |
| -24.76754894 | 1 | < 0.1% |
| -20.31118337 | 1 | < 0.1% |
| 0 | 149996 |
| Value | Count | Frequency (%) |
| 0 | 149996 | |
| -20.31118337 | 1 | < 0.1% |
| -24.76754894 | 1 | < 0.1% |
| -29.64238548 | 1 | < 0.1% |
| -32.38373528 | 1 | < 0.1% |
sms_roam_clc_std_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001602906503 |
| Minimum | 0 |
|---|---|
| Maximum | 21.95402648 |
| Zeros | 149939 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 21.95402648 |
| Range | 21.95402648 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09453546405 |
|---|---|
| Coefficient of variation (CV) | 58.97752857 |
| Kurtosis | 20921.62171 |
| Mean | 0.001602906503 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 113.0037705 |
| Sum | 240.4359754 |
| Variance | 0.008936953963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149939 | |
| 3.192576594 | 46 | < 0.1% |
| 5.215395485 | 6 | < 0.1% |
| 3.955242334 | 3 | < 0.1% |
| 5.485021532 | 2 | < 0.1% |
| 8.182257456 | 1 | < 0.1% |
| 2.481335979 | 1 | < 0.1% |
| 21.95402648 | 1 | < 0.1% |
| 6.831689187 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149939 | |
| 2.481335979 | 1 | < 0.1% |
| 3.192576594 | 46 | < 0.1% |
| 3.955242334 | 3 | < 0.1% |
| 5.215395485 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 21.95402648 | 1 | < 0.1% |
| 8.182257456 | 1 | < 0.1% |
| 6.831689187 | 1 | < 0.1% |
| 5.485021532 | 2 | < 0.1% |
| 5.215395485 | 6 |
voice_out_cmpttrs_td_cntmin_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 93 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7021110406 |
| Minimum | 0 |
|---|---|
| Maximum | 28.53126161 |
| Zeros | 120988 |
| Zeros (%) | 80.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.786566308 |
| Maximum | 28.53126161 |
| Range | 28.53126161 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.876568415 |
|---|---|
| Coefficient of variation (CV) | 2.672751612 |
| Kurtosis | 18.97627229 |
| Mean | 0.7021110406 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.847817145 |
| Sum | 105316.6561 |
| Variance | 3.521509018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120988 | |
| 1.480453014 | 9344 | 6.2% |
| 2.206948961 | 4997 | 3.3% |
| 2.921812056 | 3202 | 2.1% |
| 3.590290394 | 2228 | 1.5% |
| 4.210401996 | 1681 | 1.1% |
| 4.786566308 | 1337 | 0.9% |
| 5.324077125 | 1000 | 0.7% |
| 5.827795843 | 705 | 0.5% |
| 6.30189811 | 630 | 0.4% |
| Other values (83) | 3888 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 120988 | |
| 1.480453014 | 9344 | 6.2% |
| 2.206948961 | 4997 | 3.3% |
| 2.921812056 | 3202 | 2.1% |
| 3.590290394 | 2228 | 1.5% |
| Value | Count | Frequency (%) |
| 28.53126161 | 1 | |
| 25.41982983 | 1 | |
| 25.27782888 | 1 | |
| 24.54219768 | 1 | |
| 23.34819559 | 1 |
voice_out_cmpttrs_avg_dumax_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 5254 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.47107991 |
| Minimum | 0 |
|---|---|
| Maximum | 79.88948317 |
| Zeros | 42377 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23.99960696 |
| Q3 | 31.96388736 |
| 95-th percentile | 45.86679492 |
| Maximum | 79.88948317 |
| Range | 79.88948317 |
| Interquartile range (IQR) | 31.96388736 |
Descriptive statistics
| Standard deviation | 15.69594709 |
|---|---|
| Coefficient of variation (CV) | 0.7310273707 |
| Kurtosis | -0.7664433307 |
| Mean | 21.47107991 |
| Median Absolute Deviation (MAD) | 9.571500617 |
| Skewness | -0.02697890985 |
| Sum | 3220661.987 |
| Variance | 246.3627552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 17.89928393 | 12436 | 8.3% |
| 23.99960696 | 8751 | 5.8% |
| 28.02437138 | 5101 | 3.4% |
| 31.0829974 | 3519 | 2.3% |
| 21.34785349 | 3005 | 2.0% |
| 33.57110757 | 2469 | 1.6% |
| 26.17309696 | 2010 | 1.3% |
| 35.67888361 | 1878 | 1.3% |
| 37.51341156 | 1590 | 1.1% |
| Other values (5244) | 66864 |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 17.89928393 | 12436 | 8.3% |
| 18.09960245 | 1 | < 0.1% |
| 18.11568421 | 1 | < 0.1% |
| 18.12163441 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 79.88948317 | 6 | |
| 79.44044295 | 1 | < 0.1% |
| 79.13537436 | 2 | < 0.1% |
| 78.66883208 | 1 | < 0.1% |
| 78.02923588 | 2 | < 0.1% |
voice_mts_in_nrest_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 111207 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7589475524 |
| Minimum | 0 |
|---|---|
| Maximum | 1.174231528 |
| Zeros | 36476 |
| Zeros (%) | 24.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000000204 |
| median | 1.000388649 |
| Q3 | 1.002247576 |
| 95-th percentile | 1.009485853 |
| Maximum | 1.174231528 |
| Range | 1.174231528 |
| Interquartile range (IQR) | 0.002247372267 |
Descriptive statistics
| Standard deviation | 0.4302252135 |
|---|---|
| Coefficient of variation (CV) | 0.5668708096 |
| Kurtosis | -0.5666730609 |
| Mean | 0.7589475524 |
| Median Absolute Deviation (MAD) | 0.001767415734 |
| Skewness | -1.196966981 |
| Sum | 113842.1329 |
| Variance | 0.1850937344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36476 | 24.3% |
| 1.006406835 | 1010 | 0.7% |
| 1.023762432 | 42 | < 0.1% |
| 1.000107387 | 19 | < 0.1% |
| 1.001666435 | 17 | < 0.1% |
| 1.00238048 | 11 | < 0.1% |
| 1.000140054 | 11 | < 0.1% |
| 1.00004083 | 10 | < 0.1% |
| 1.000084947 | 10 | < 0.1% |
| 1.000273218 | 10 | < 0.1% |
| Other values (111197) | 112384 |
| Value | Count | Frequency (%) |
| 0 | 36476 | |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.174231528 | 1 | |
| 1.140524285 | 1 | |
| 1.133738322 | 1 | |
| 1.118920368 | 1 | |
| 1.116558962 | 1 |
voice_out_tar_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1226 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.6646211 |
| Minimum | 0 |
|---|---|
| Maximum | 153.3143249 |
| Zeros | 20950 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 49.0046363 |
| median | 72.4239146 |
| Q3 | 86.6271816 |
| 95-th percentile | 103.0249237 |
| Maximum | 153.3143249 |
| Range | 153.3143249 |
| Interquartile range (IQR) | 37.6225453 |
Descriptive statistics
| Standard deviation | 32.11183927 |
|---|---|
| Coefficient of variation (CV) | 0.5043906446 |
| Kurtosis | -0.2972304016 |
| Mean | 63.6646211 |
| Median Absolute Deviation (MAD) | 16.80001181 |
| Skewness | -0.8309743577 |
| Sum | 9549693.165 |
| Variance | 1031.170222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20950 | 14.0% |
| 17.89928393 | 2042 | 1.4% |
| 23.99960696 | 1486 | 1.0% |
| 28.02437138 | 1237 | 0.8% |
| 31.0829974 | 1116 | 0.7% |
| 33.57110757 | 1024 | 0.7% |
| 37.51341156 | 949 | 0.6% |
| 35.67888361 | 946 | 0.6% |
| 41.94201714 | 925 | 0.6% |
| 39.14133654 | 888 | 0.6% |
| Other values (1216) | 118437 |
| Value | Count | Frequency (%) |
| 0 | 20950 | |
| 17.89928393 | 2042 | 1.4% |
| 23.99960696 | 1486 | 1.0% |
| 28.02437138 | 1237 | 0.8% |
| 31.0829974 | 1116 | 0.7% |
| Value | Count | Frequency (%) |
| 153.3143249 | 1 | |
| 149.6468198 | 1 | |
| 148.4635626 | 1 | |
| 146.5580774 | 1 | |
| 144.149664 | 1 |
voice_mts_in_drest_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 119672 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8424021114 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 27025 |
| Zeros (%) | 18.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000892328 |
| median | 1.007581368 |
| Q3 | 1.025373407 |
| 95-th percentile | 1.112914091 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0.0244810784 |
Descriptive statistics
| Standard deviation | 0.3964672077 |
|---|---|
| Coefficient of variation (CV) | 0.4706389056 |
| Kurtosis | 0.7252919112 |
| Mean | 0.8424021114 |
| Median Absolute Deviation (MAD) | 0.01042188148 |
| Skewness | -1.632126598 |
| Sum | 126360.3167 |
| Variance | 0.1571862468 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27025 | 18.0% |
| 1.164401954 | 2070 | 1.4% |
| 1.207704776 | 176 | 0.1% |
| 1.049793044 | 20 | < 0.1% |
| 1.023762432 | 19 | < 0.1% |
| 1.013872843 | 15 | < 0.1% |
| 1.03324115 | 12 | < 0.1% |
| 1.101412779 | 9 | < 0.1% |
| 1.003675345 | 9 | < 0.1% |
| 1.004350454 | 9 | < 0.1% |
| Other values (119662) | 120636 |
| Value | Count | Frequency (%) |
| 0 | 27025 | |
| 1.000000005 | 1 | < 0.1% |
| 1.000000007 | 1 | < 0.1% |
| 1.000000008 | 1 | < 0.1% |
| 1.000000012 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 176 | |
| 1.207408801 | 1 | < 0.1% |
| 1.207112418 | 1 | < 0.1% |
| 1.206678935 | 1 | < 0.1% |
| 1.206615287 | 1 | < 0.1% |
clc_no_vas_roam_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 48334 |
|---|---|
| Distinct (%) | 32.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.637534871 |
| Minimum | 0 |
|---|---|
| Maximum | 43.72538545 |
| Zeros | 37928 |
| Zeros (%) | 25.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.14382405 |
| Q3 | 15.24521668 |
| 95-th percentile | 20.40356712 |
| Maximum | 43.72538545 |
| Range | 43.72538545 |
| Interquartile range (IQR) | 15.24521668 |
Descriptive statistics
| Standard deviation | 7.468987395 |
|---|---|
| Coefficient of variation (CV) | 0.7749894028 |
| Kurtosis | -0.8979459211 |
| Mean | 9.637534871 |
| Median Absolute Deviation (MAD) | 5.514059688 |
| Skewness | 0.03146384879 |
| Sum | 1445630.231 |
| Variance | 55.7857727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37928 | 25.3% |
| 12.14382405 | 3315 | 2.2% |
| 12.40843847 | 2836 | 1.9% |
| 14.1619521 | 1748 | 1.2% |
| 11.00451042 | 1500 | 1.0% |
| 17.74550361 | 1389 | 0.9% |
| 13.16123561 | 1235 | 0.8% |
| 7.755722602 | 1077 | 0.7% |
| 15.24521668 | 1052 | 0.7% |
| 20.24331492 | 1025 | 0.7% |
| Other values (48324) | 96895 |
| Value | Count | Frequency (%) |
| 0 | 37928 | |
| 1 | 2 | < 0.1% |
| 1.000000001 | 322 | 0.2% |
| 1.000000002 | 111 | 0.1% |
| 1.000000002 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 43.72538545 | 1 | |
| 43.71507286 | 1 | |
| 42.998667 | 1 | |
| 41.96679926 | 1 | |
| 40.86803888 | 1 |
non_accum_internet_vol_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 104009 |
|---|---|
| Distinct (%) | 69.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 119.9875756 |
| Minimum | -114.9051414 |
|---|---|
| Maximum | 372.1103034 |
| Zeros | 40165 |
| Zeros (%) | 26.8% |
| Negative | 349 |
| Negative (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -114.9051414 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 143.8756818 |
| Q3 | 209.1451212 |
| 95-th percentile | 260.4019344 |
| Maximum | 372.1103034 |
| Range | 487.0154448 |
| Interquartile range (IQR) | 209.1451212 |
Descriptive statistics
| Standard deviation | 99.79940386 |
|---|---|
| Coefficient of variation (CV) | 0.8317478149 |
| Kurtosis | -1.575825582 |
| Mean | 119.9875756 |
| Median Absolute Deviation (MAD) | 93.9263444 |
| Skewness | -0.04169925555 |
| Sum | 17998136.35 |
| Variance | 9959.92101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40165 | 26.8% |
| 1.480453014 | 693 | 0.5% |
| 2.206948961 | 290 | 0.2% |
| 2.921812056 | 213 | 0.1% |
| 3.590290394 | 166 | 0.1% |
| 4.210401996 | 144 | 0.1% |
| 4.786566308 | 134 | 0.1% |
| 5.324077125 | 121 | 0.1% |
| 22.29933738 | 99 | 0.1% |
| 5.827795843 | 96 | 0.1% |
| Other values (103999) | 107879 |
| Value | Count | Frequency (%) |
| -114.9051414 | 1 | |
| -114.8015105 | 1 | |
| -114.7956096 | 1 | |
| -114.4373636 | 1 | |
| -114.4093117 | 1 |
| Value | Count | Frequency (%) |
| 372.1103034 | 1 | |
| 366.9484516 | 1 | |
| 348.5272812 | 1 | |
| 347.6591531 | 1 | |
| 347.4527309 | 1 |
voice_mts_out_nwork_partmea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 80331 |
|---|---|
| Distinct (%) | 53.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6937042864 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 47941 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.002231114 |
| Q3 | 1.015143786 |
| 95-th percentile | 1.060793346 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.015143786 |
Descriptive statistics
| Standard deviation | 0.4760776019 |
|---|---|
| Coefficient of variation (CV) | 0.6862832062 |
| Kurtosis | -1.400634852 |
| Mean | 0.6937042864 |
| Median Absolute Deviation (MAD) | 0.02112729523 |
| Skewness | -0.7646333344 |
| Sum | 104055.643 |
| Variance | 0.226649883 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47941 | |
| 1.049793044 | 930 | 0.6% |
| 1.013872843 | 536 | 0.4% |
| 1.003675345 | 449 | 0.3% |
| 1.006406835 | 433 | 0.3% |
| 1.001666435 | 326 | 0.2% |
| 1.00238048 | 322 | 0.2% |
| 1.001231401 | 311 | 0.2% |
| 1.000946895 | 298 | 0.2% |
| 1.000750704 | 255 | 0.2% |
| Other values (80321) | 98199 |
| Value | Count | Frequency (%) |
| 0 | 47941 | |
| 1.00000009 | 1 | < 0.1% |
| 1.000000095 | 1 | < 0.1% |
| 1.000000135 | 1 | < 0.1% |
| 1.000000165 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.454065463 | 1 | |
| 1.437447952 | 1 | |
| 1.430548651 | 1 | |
| 1.411811588 | 1 |
voice_mts_in_nrest_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 16969 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.115223702 |
| Minimum | 0 |
|---|---|
| Maximum | 1.275635772 |
| Zeros | 132737 |
| Zeros (%) | 88.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000243033 |
| Maximum | 1.275635772 |
| Range | 1.275635772 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3195107357 |
|---|---|
| Coefficient of variation (CV) | 2.772960164 |
| Kurtosis | 3.820039578 |
| Mean | 0.115223702 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.412416489 |
| Sum | 17283.55531 |
| Variance | 0.1020871102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 132737 | |
| 1.001975959 | 5 | < 0.1% |
| 1.000273218 | 5 | < 0.1% |
| 1.000211578 | 4 | < 0.1% |
| 1.00029222 | 4 | < 0.1% |
| 1.003267084 | 4 | < 0.1% |
| 1.00005487 | 3 | < 0.1% |
| 1.000022959 | 3 | < 0.1% |
| 1.000976721 | 3 | < 0.1% |
| 1.000063156 | 3 | < 0.1% |
| Other values (16959) | 17229 | 11.5% |
| Value | Count | Frequency (%) |
| 0 | 132737 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.275635772 | 1 | |
| 1.103190933 | 1 | |
| 1.083163957 | 1 | |
| 1.072959356 | 1 | |
| 1.069359727 | 1 |
data_3g_dou_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 505 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1030446839 |
| Minimum | -1.399255589 |
|---|---|
| Maximum | 1.399255589 |
| Zeros | 44133 |
| Zeros (%) | 29.4% |
| Negative | 45755 |
| Negative (%) | 30.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.399255589 |
|---|---|
| 5-th percentile | -1.058159138 |
| Q1 | -1.000761095 |
| median | 0 |
| Q3 | 1.00598294 |
| 95-th percentile | 1.104342467 |
| Maximum | 1.399255589 |
| Range | 2.798511178 |
| Interquartile range (IQR) | 2.006744035 |
Descriptive statistics
| Standard deviation | 0.8671110963 |
|---|---|
| Coefficient of variation (CV) | 8.414903744 |
| Kurtosis | -1.521389552 |
| Mean | 0.1030446839 |
| Median Absolute Deviation (MAD) | 1.002613096 |
| Skewness | -0.1710639241 |
| Sum | 15456.70258 |
| Variance | 0.7518816533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44133 | |
| 1.001424332 | 1556 | 1.0% |
| -1.001424332 | 1515 | 1.0% |
| 1.00095998 | 1386 | 0.9% |
| 1.000108887 | 1340 | 0.9% |
| 1.000584711 | 1299 | 0.9% |
| 1.000300379 | 1291 | 0.9% |
| -1.000300379 | 1282 | 0.9% |
| 1.000012183 | 1211 | 0.8% |
| -1.000108887 | 1210 | 0.8% |
| Other values (495) | 93777 |
| Value | Count | Frequency (%) |
| -1.399255589 | 1 | < 0.1% |
| -1.396907917 | 4 | |
| -1.394562812 | 4 | |
| -1.392220296 | 5 | |
| -1.38988039 | 4 |
| Value | Count | Frequency (%) |
| 1.399255589 | 11 | |
| 1.396907917 | 19 | |
| 1.394562812 | 19 | |
| 1.392220296 | 19 | |
| 1.38988039 | 17 |
voice_out_cmpttrs_avg_dustd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 87725 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.08413251 |
| Minimum | 0 |
|---|---|
| Maximum | 62.12071656 |
| Zeros | 25723 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11.27744881 |
| median | 18.21224042 |
| Q3 | 25.47890712 |
| 95-th percentile | 36.99785523 |
| Maximum | 62.12071656 |
| Range | 62.12071656 |
| Interquartile range (IQR) | 14.20145831 |
Descriptive statistics
| Standard deviation | 11.38093928 |
|---|---|
| Coefficient of variation (CV) | 0.6293328847 |
| Kurtosis | -0.3231459574 |
| Mean | 18.08413251 |
| Median Absolute Deviation (MAD) | 7.018678106 |
| Skewness | 0.07850379755 |
| Sum | 2712619.877 |
| Variance | 129.5257789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25723 | 17.1% |
| 9.456586673 | 5571 | 3.7% |
| 11.19356231 | 2128 | 1.4% |
| 13.76988162 | 1361 | 0.9% |
| 12.13590699 | 1000 | 0.7% |
| 14.28833284 | 947 | 0.6% |
| 16.75745178 | 672 | 0.4% |
| 14.62263844 | 629 | 0.4% |
| 12.69025442 | 464 | 0.3% |
| 16.94997225 | 442 | 0.3% |
| Other values (87715) | 111063 |
| Value | Count | Frequency (%) |
| 0 | 25723 | |
| 1.493548028 | 1 | < 0.1% |
| 1.589289213 | 1 | < 0.1% |
| 1.717197198 | 1 | < 0.1% |
| 1.957350633 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 62.12071656 | 1 | |
| 61.54797167 | 1 | |
| 61.03655175 | 1 | |
| 60.65458516 | 1 | |
| 60.56039458 | 1 |
voice_in_roam_clc_min_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
ama_volume_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 42 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0004666666663 |
| Minimum | -1.000000054 |
|---|---|
| Maximum | 1.000000004 |
| Zeros | 149924 |
| Zeros (%) | 99.9% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.000000054 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.000000004 |
| Range | 2.000000058 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.02250449436 |
|---|---|
| Coefficient of variation (CV) | 48.22391652 |
| Kurtosis | 1969.053965 |
| Mean | 0.0004666666663 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 40.88342269 |
| Sum | 69.99999995 |
| Variance | 0.0005064522665 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149924 | |
| 1 | 19 | < 0.1% |
| 1 | 13 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Other values (32) | 32 | < 0.1% |
| Value | Count | Frequency (%) |
| -1.000000054 | 1 | < 0.1% |
| -1.000000017 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 0 | 149924 | |
| 1 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000000004 | 1 | |
| 1.000000002 | 1 | |
| 1.000000002 | 1 | |
| 1.000000001 | 1 | |
| 1.000000001 | 1 |
ama_volume_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2480 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01093333333 |
| Minimum | -1 |
|---|---|
| Maximum | 1 |
| Zeros | 141374 |
| Zeros (%) | 94.2% |
| Negative | 3493 |
| Negative (%) | 2.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2395569065 |
|---|---|
| Coefficient of variation (CV) | 21.91069267 |
| Kurtosis | 14.32964654 |
| Mean | 0.01093333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6582913524 |
| Sum | 1640 |
| Variance | 0.05738751147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141374 | |
| 1 | 218 | 0.1% |
| -1 | 162 | 0.1% |
| 1 | 160 | 0.1% |
| 1 | 153 | 0.1% |
| 1 | 152 | 0.1% |
| 1 | 123 | 0.1% |
| 1 | 105 | 0.1% |
| -1 | 102 | 0.1% |
| -1 | 101 | 0.1% |
| Other values (2470) | 7350 | 4.9% |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 1 | 1 | |
| 1 | 1 | |
| 1 | 1 | |
| 1 | 1 |
voice_in_td_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 340 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.03856937 |
| Minimum | 0 |
|---|---|
| Maximum | 56.21540775 |
| Zeros | 9017 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.30189811 |
| median | 11.10002615 |
| Q3 | 15.49067931 |
| 95-th percentile | 21.54445817 |
| Maximum | 56.21540775 |
| Range | 56.21540775 |
| Interquartile range (IQR) | 9.188781201 |
Descriptive statistics
| Standard deviation | 6.34620121 |
|---|---|
| Coefficient of variation (CV) | 0.5749115664 |
| Kurtosis | -0.383043908 |
| Mean | 11.03856937 |
| Median Absolute Deviation (MAD) | 4.558468794 |
| Skewness | 0.182648423 |
| Sum | 1655785.406 |
| Variance | 40.27426979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9017 | 6.0% |
| 1.480453014 | 4174 | 2.8% |
| 2.206948961 | 3661 | 2.4% |
| 2.921812056 | 3339 | 2.2% |
| 3.590290394 | 3313 | 2.2% |
| 6.749901739 | 3123 | 2.1% |
| 4.786566308 | 3105 | 2.1% |
| 5.827795843 | 3082 | 2.1% |
| 4.210401996 | 3039 | 2.0% |
| 6.30189811 | 3020 | 2.0% |
| Other values (330) | 111127 |
| Value | Count | Frequency (%) |
| 0 | 9017 | |
| 1.480453014 | 4174 | |
| 2.206948961 | 3661 | |
| 2.921812056 | 3339 | 2.2% |
| 3.590290394 | 3313 | 2.2% |
| Value | Count | Frequency (%) |
| 56.21540775 | 1 | |
| 53.1654599 | 1 | |
| 47.70504225 | 1 | |
| 44.89582403 | 1 | |
| 42.73036556 | 1 |
sms_clc_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 4375 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4553232582 |
| Minimum | 0 |
|---|---|
| Maximum | 30.03909523 |
| Zeros | 100125 |
| Zeros (%) | 66.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.085479715 |
| 95-th percentile | 1.525177495 |
| Maximum | 30.03909523 |
| Range | 30.03909523 |
| Interquartile range (IQR) | 1.085479715 |
Descriptive statistics
| Standard deviation | 0.8028394411 |
|---|---|
| Coefficient of variation (CV) | 1.763229588 |
| Kurtosis | 91.23152996 |
| Mean | 0.4553232582 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.525861826 |
| Sum | 68298.48873 |
| Variance | 0.6445511681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 100125 | |
| 1.085479715 | 11579 | 7.7% |
| 1.085391526 | 6119 | 4.1% |
| 1.142133535 | 2698 | 1.8% |
| 1.141992637 | 2339 | 1.6% |
| 1.268542924 | 1892 | 1.3% |
| 1.181991567 | 1383 | 0.9% |
| 1.142133535 | 1229 | 0.8% |
| 1.181815282 | 853 | 0.6% |
| 1.301215796 | 673 | 0.4% |
| Other values (4365) | 21110 | 14.1% |
| Value | Count | Frequency (%) |
| 0 | 100125 | |
| 1.000000053 | 1 | < 0.1% |
| 1.001734109 | 1 | < 0.1% |
| 1.001916032 | 1 | < 0.1% |
| 1.001940294 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30.03909523 | 1 | |
| 28.17670783 | 1 | |
| 24.69913846 | 1 | |
| 22.76865348 | 1 | |
| 21.90151546 | 1 |
voice_in_kievstar_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 96184 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8329631115 |
| Minimum | 0 |
|---|---|
| Maximum | 1.176549816 |
| Zeros | 27871 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000327242 |
| median | 1.004406634 |
| Q3 | 1.020488446 |
| 95-th percentile | 1.093186774 |
| Maximum | 1.176549816 |
| Range | 1.176549816 |
| Interquartile range (IQR) | 0.02016120458 |
Descriptive statistics
| Standard deviation | 0.3990693457 |
|---|---|
| Coefficient of variation (CV) | 0.479096061 |
| Kurtosis | 0.5787839974 |
| Mean | 0.8329631115 |
| Median Absolute Deviation (MAD) | 0.009789434172 |
| Skewness | -1.592438239 |
| Sum | 124944.4667 |
| Variance | 0.1592563427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27871 | 18.6% |
| 1.064320397 | 2205 | 1.5% |
| 1.01817803 | 872 | 0.6% |
| 1.10808554 | 738 | 0.5% |
| 1.008440556 | 711 | 0.5% |
| 1.00485579 | 567 | 0.4% |
| 1.003150561 | 483 | 0.3% |
| 1.001633101 | 426 | 0.3% |
| 1.002208149 | 419 | 0.3% |
| 1.00099675 | 366 | 0.2% |
| Other values (96174) | 115342 |
| Value | Count | Frequency (%) |
| 0 | 27871 | |
| 1.000001784 | 1 | < 0.1% |
| 1.000002431 | 1 | < 0.1% |
| 1.000002484 | 1 | < 0.1% |
| 1.000002651 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.176549816 | 78 | |
| 1.174994872 | 1 | < 0.1% |
| 1.174357194 | 1 | < 0.1% |
| 1.174252596 | 1 | < 0.1% |
| 1.173711367 | 2 | < 0.1% |
gprs_tar_vol_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 80981 |
|---|---|
| Distinct (%) | 54.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.014563123 |
| Minimum | -229.1290294 |
|---|---|
| Maximum | 231.4991042 |
| Zeros | 44034 |
| Zeros (%) | 29.4% |
| Negative | 47766 |
| Negative (%) | 31.8% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -229.1290294 |
|---|---|
| 5-th percentile | -84.63091637 |
| Q1 | -3.810109474 |
| median | 0 |
| Q3 | 10.21726364 |
| 95-th percentile | 88.94427704 |
| Maximum | 231.4991042 |
| Range | 460.6281336 |
| Interquartile range (IQR) | 14.02737312 |
Descriptive statistics
| Standard deviation | 45.6305828 |
|---|---|
| Coefficient of variation (CV) | 22.65036141 |
| Kurtosis | 2.19964343 |
| Mean | 2.014563123 |
| Median Absolute Deviation (MAD) | 7.04928325 |
| Skewness | 0.01898743795 |
| Sum | 302184.4684 |
| Variance | 2082.150087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44034 | |
| 1.00095998 | 149 | 0.1% |
| 1.001424332 | 131 | 0.1% |
| 1.000108887 | 115 | 0.1% |
| -1.000300379 | 112 | 0.1% |
| 1.000584711 | 112 | 0.1% |
| -1.00095998 | 110 | 0.1% |
| 1.000300379 | 104 | 0.1% |
| 3.490669059 | 100 | 0.1% |
| -1.000584711 | 99 | 0.1% |
| Other values (80971) | 104934 |
| Value | Count | Frequency (%) |
| -229.1290294 | 1 | |
| -219.9165373 | 1 | |
| -212.1813538 | 1 | |
| -209.9440744 | 1 | |
| -206.0865149 | 1 |
| Value | Count | Frequency (%) |
| 231.4991042 | 1 | |
| 214.4113813 | 1 | |
| 212.9269525 | 1 | |
| 203.0026518 | 1 | |
| 199.2575742 | 1 |
accum_mts_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 12236 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3061756287 |
| Minimum | -1.000000217 |
|---|---|
| Maximum | 1.00175117 |
| Zeros | 70594 |
| Zeros (%) | 47.1% |
| Negative | 16740 |
| Negative (%) | 11.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.000000217 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000000073 |
| 95-th percentile | 1.000013129 |
| Maximum | 1.00175117 |
| Range | 2.001751387 |
| Interquartile range (IQR) | 1.000000073 |
Descriptive statistics
| Standard deviation | 0.6600282667 |
|---|---|
| Coefficient of variation (CV) | 2.155717846 |
| Kurtosis | -0.7563359899 |
| Mean | 0.3061756287 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.4266159205 |
| Sum | 45926.3443 |
| Variance | 0.4356373128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70594 | |
| -1 | 8498 | 5.7% |
| -1 | 3101 | 2.1% |
| 1 | 2061 | 1.4% |
| -1 | 1574 | 1.0% |
| 1 | 1051 | 0.7% |
| -1 | 991 | 0.7% |
| 1 | 968 | 0.6% |
| 1 | 771 | 0.5% |
| 1 | 617 | 0.4% |
| Other values (12226) | 59774 |
| Value | Count | Frequency (%) |
| -1.000000217 | 1 | |
| -1.000000212 | 1 | |
| -1.000000102 | 1 | |
| -1.00000009 | 1 | |
| -1.000000055 | 1 |
| Value | Count | Frequency (%) |
| 1.00175117 | 1 | |
| 1.000912295 | 1 | |
| 1.000617458 | 1 | |
| 1.000536147 | 1 | |
| 1.000431303 | 1 |
goodok_clc_std_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_fix_tar_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2218 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.192930505 |
| Minimum | 0 |
|---|---|
| Maximum | 92.74139493 |
| Zeros | 107879 |
| Zeros (%) | 71.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.921812056 |
| 95-th percentile | 18.77317588 |
| Maximum | 92.74139493 |
| Range | 92.74139493 |
| Interquartile range (IQR) | 2.921812056 |
Descriptive statistics
| Standard deviation | 7.132925931 |
|---|---|
| Coefficient of variation (CV) | 2.233974689 |
| Kurtosis | 12.58289226 |
| Mean | 3.192930505 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.143812866 |
| Sum | 478939.5757 |
| Variance | 50.87863234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107879 | |
| 1.049793044 | 872 | 0.6% |
| 3.749720354 | 695 | 0.5% |
| 3.427814651 | 677 | 0.5% |
| 4.059700132 | 629 | 0.4% |
| 4.210401996 | 626 | 0.4% |
| 3.093574543 | 621 | 0.4% |
| 3.906166058 | 612 | 0.4% |
| 3.590290394 | 603 | 0.4% |
| 4.358354821 | 539 | 0.4% |
| Other values (2208) | 36247 | 24.2% |
| Value | Count | Frequency (%) |
| 0 | 107879 | |
| 1.049793044 | 872 | 0.6% |
| 1.164401954 | 217 | 0.1% |
| 1.31316983 | 200 | 0.1% |
| 1.480453014 | 232 | 0.2% |
| Value | Count | Frequency (%) |
| 92.74139493 | 1 | |
| 92.69891867 | 1 | |
| 87.76322372 | 1 | |
| 84.99967719 | 1 | |
| 83.68863073 | 1 |
conn_in_uniq_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 157 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.057152269 |
| Minimum | 0 |
|---|---|
| Maximum | 45.36326133 |
| Zeros | 7683 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.590290394 |
| median | 5.827795843 |
| Q3 | 8.333535892 |
| 95-th percentile | 12.33868121 |
| Maximum | 45.36326133 |
| Range | 45.36326133 |
| Interquartile range (IQR) | 4.743245498 |
Descriptive statistics
| Standard deviation | 3.511110631 |
|---|---|
| Coefficient of variation (CV) | 0.5796635903 |
| Kurtosis | 1.122264132 |
| Mean | 6.057152269 |
| Median Absolute Deviation (MAD) | 2.237505449 |
| Skewness | 0.6876666804 |
| Sum | 908572.8404 |
| Variance | 12.32789787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.210401996 | 9968 | 6.6% |
| 3.590290394 | 9831 | 6.6% |
| 4.786566308 | 9538 | 6.4% |
| 2.921812056 | 9362 | 6.2% |
| 5.324077125 | 9253 | 6.2% |
| 2.206948961 | 8656 | 5.8% |
| 5.827795843 | 8500 | 5.7% |
| 6.30189811 | 7853 | 5.2% |
| 0 | 7683 | 5.1% |
| 1.480453014 | 7520 | 5.0% |
| Other values (147) | 61836 |
| Value | Count | Frequency (%) |
| 0 | 7683 | |
| 1.480453014 | 7520 | |
| 2.206948961 | 8656 | |
| 2.921812056 | 9362 | |
| 3.590290394 | 9831 |
| Value | Count | Frequency (%) |
| 45.36326133 | 1 | |
| 33.26436087 | 1 | |
| 32.6701194 | 1 | |
| 32.62957291 | 1 | |
| 32.00646051 | 1 |
pay_sum_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 35534 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.85049662 |
| Minimum | 0 |
|---|---|
| Maximum | 123.6272649 |
| Zeros | 25610 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.53805583 |
| median | 17.09828818 |
| Q3 | 19.45059811 |
| 95-th percentile | 24.34737159 |
| Maximum | 123.6272649 |
| Range | 123.6272649 |
| Interquartile range (IQR) | 6.91254228 |
Descriptive statistics
| Standard deviation | 8.100469873 |
|---|---|
| Coefficient of variation (CV) | 0.5454679451 |
| Kurtosis | 0.3340471998 |
| Mean | 14.85049662 |
| Median Absolute Deviation (MAD) | 2.977169662 |
| Skewness | -0.585929489 |
| Sum | 2227574.493 |
| Variance | 65.61761217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25610 | 17.1% |
| 15.69616379 | 2685 | 1.8% |
| 17.09828818 | 2074 | 1.4% |
| 15.93930484 | 1598 | 1.1% |
| 18.9080105 | 1435 | 1.0% |
| 15.37178221 | 1400 | 0.9% |
| 17.67972932 | 1395 | 0.9% |
| 14.59397912 | 1384 | 0.9% |
| 17.7356038 | 1352 | 0.9% |
| 17.58962437 | 1309 | 0.9% |
| Other values (35524) | 109758 |
| Value | Count | Frequency (%) |
| 0 | 25610 | |
| 1.000809897 | 2 | < 0.1% |
| 1.004487315 | 1 | < 0.1% |
| 1.005237753 | 1 | < 0.1% |
| 1.0060417 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 123.6272649 | 1 | |
| 76.89647991 | 1 | |
| 68.90940411 | 1 | |
| 67.57623146 | 1 | |
| 67.3637259 | 1 |
pay_max_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1056 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.775858216 |
| Minimum | 0 |
|---|---|
| Maximum | 72.49599656 |
| Zeros | 120001 |
| Zeros (%) | 80.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 27.9089715 |
| Maximum | 72.49599656 |
| Range | 72.49599656 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.05853644 |
|---|---|
| Coefficient of variation (CV) | 2.106121242 |
| Kurtosis | 1.725758728 |
| Mean | 4.775858216 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.803170764 |
| Sum | 716378.7324 |
| Variance | 101.1741553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120001 | |
| 22.29933738 | 3166 | 2.1% |
| 26.17309696 | 2747 | 1.8% |
| 23.99960696 | 2411 | 1.6% |
| 29.12504295 | 1851 | 1.2% |
| 24.76754894 | 1761 | 1.2% |
| 24.38962268 | 1449 | 1.0% |
| 31.96388736 | 1188 | 0.8% |
| 25.49022445 | 1130 | 0.8% |
| 28.02437138 | 916 | 0.6% |
| Other values (1046) | 13380 | 8.9% |
| Value | Count | Frequency (%) |
| 0 | 120001 | |
| 1.00908403 | 1 | < 0.1% |
| 1.010891013 | 1 | < 0.1% |
| 1.03324115 | 1 | < 0.1% |
| 1.03324115 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.49599656 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 1 | |
| 67.12657433 | 1 | |
| 65.37213434 | 1 |
vas_clc_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 32774 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0536400891 |
| Minimum | -19.24379226 |
|---|---|
| Maximum | 23.58360868 |
| Zeros | 64064 |
| Zeros (%) | 42.7% |
| Negative | 40285 |
| Negative (%) | 26.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -19.24379226 |
|---|---|
| 5-th percentile | -1.654872742 |
| Q1 | -1.00018546 |
| median | 0 |
| Q3 | 1.001321381 |
| 95-th percentile | 1.784300631 |
| Maximum | 23.58360868 |
| Range | 42.82740094 |
| Interquartile range (IQR) | 2.001506842 |
Descriptive statistics
| Standard deviation | 1.414988743 |
|---|---|
| Coefficient of variation (CV) | 26.37931381 |
| Kurtosis | 29.08052903 |
| Mean | 0.0536400891 |
| Median Absolute Deviation (MAD) | 1.00059409 |
| Skewness | 0.4181515349 |
| Sum | 8046.013364 |
| Variance | 2.002193143 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 64064 | |
| 1.036693105 | 880 | 0.6% |
| 1.00839761 | 850 | 0.6% |
| -1.00839761 | 823 | 0.5% |
| 1.025391069 | 811 | 0.5% |
| 1.015892394 | 794 | 0.5% |
| 1.003134246 | 784 | 0.5% |
| -1.025391069 | 784 | 0.5% |
| 1.00036145 | 723 | 0.5% |
| -1.003134246 | 720 | 0.5% |
| Other values (32764) | 78767 |
| Value | Count | Frequency (%) |
| -19.24379226 | 1 | |
| -18.3843501 | 1 | |
| -17.32699703 | 1 | |
| -17.18816915 | 1 | |
| -16.70066489 | 1 |
| Value | Count | Frequency (%) |
| 23.58360868 | 1 | < 0.1% |
| 22.25791238 | 3 | |
| 22.21559006 | 1 | < 0.1% |
| 21.60450094 | 1 | < 0.1% |
| 21.22089067 | 1 | < 0.1% |
all_home_clc_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 14441 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.368407532 |
| Minimum | 0 |
|---|---|
| Maximum | 53.10482262 |
| Zeros | 89709 |
| Zeros (%) | 59.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.746290425 |
| 95-th percentile | 6.923052447 |
| Maximum | 53.10482262 |
| Range | 53.10482262 |
| Interquartile range (IQR) | 1.746290425 |
Descriptive statistics
| Standard deviation | 2.686646881 |
|---|---|
| Coefficient of variation (CV) | 1.963338272 |
| Kurtosis | 15.54314131 |
| Mean | 1.368407532 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.337895554 |
| Sum | 205261.1299 |
| Variance | 7.218071462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 89709 | |
| 1.066468818 | 5366 | 3.6% |
| 1.746290425 | 4558 | 3.0% |
| 1.066399103 | 3004 | 2.0% |
| 1.213999962 | 1444 | 1.0% |
| 2.178075686 | 1278 | 0.9% |
| 2.743301695 | 1227 | 0.8% |
| 1.213796097 | 942 | 0.6% |
| 1.213912585 | 932 | 0.6% |
| 1.032049758 | 733 | 0.5% |
| Other values (14431) | 40807 |
| Value | Count | Frequency (%) |
| 0 | 89709 | |
| 1.000000001 | 609 | 0.4% |
| 1.000000002 | 179 | 0.1% |
| 1.000000006 | 60 | < 0.1% |
| 1.00000001 | 29 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.10482262 | 1 | |
| 44.07148351 | 1 | |
| 34.98699584 | 1 | |
| 33.80107773 | 1 | |
| 31.99001118 | 1 |
voice_in_cmpttrs_td_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2015 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.159130539 |
| Minimum | 0 |
|---|---|
| Maximum | 25.28978252 |
| Zeros | 33993 |
| Zeros (%) | 22.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.164401954 |
| median | 1.687217756 |
| Q3 | 2.997163746 |
| 95-th percentile | 6.123505321 |
| Maximum | 25.28978252 |
| Range | 25.28978252 |
| Interquartile range (IQR) | 1.832761792 |
Descriptive statistics
| Standard deviation | 2.021123676 |
|---|---|
| Coefficient of variation (CV) | 0.9360822051 |
| Kurtosis | 4.458717284 |
| Mean | 2.159130539 |
| Median Absolute Deviation (MAD) | 1.14567534 |
| Skewness | 1.627721346 |
| Sum | 323869.5808 |
| Variance | 4.084940912 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33993 | |
| 1.164401954 | 14617 | 9.7% |
| 1.45108808 | 7163 | 4.8% |
| 1.207704776 | 5930 | 4.0% |
| 1.480453014 | 4861 | 3.2% |
| 1.839588705 | 4490 | 3.0% |
| 1.7768194 | 3218 | 2.1% |
| 1.356301179 | 3152 | 2.1% |
| 1.663597369 | 2719 | 1.8% |
| 1.992306409 | 2504 | 1.7% |
| Other values (2005) | 67353 |
| Value | Count | Frequency (%) |
| 0 | 33993 | |
| 1.164401954 | 14617 | |
| 1.207704776 | 5930 | 4.0% |
| 1.356301179 | 3152 | 2.1% |
| 1.45108808 | 7163 | 4.8% |
| Value | Count | Frequency (%) |
| 25.28978252 | 1 | |
| 24.92486142 | 1 | |
| 22.85845252 | 1 | |
| 22.09848307 | 1 | |
| 21.87609336 | 1 |
accum_oth_dur_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 285 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04016009082 |
| Minimum | -1 |
|---|---|
| Maximum | 1.000186226 |
| Zeros | 128608 |
| Zeros (%) | 85.7% |
| Negative | 7684 |
| Negative (%) | 5.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000000058 |
| Maximum | 1.000186226 |
| Range | 2.000186226 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.375501827 |
|---|---|
| Coefficient of variation (CV) | 9.35012395 |
| Kurtosis | 3.917995263 |
| Mean | 0.04016009082 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4364447262 |
| Sum | 6024.013623 |
| Variance | 0.1410016221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 128608 | |
| -1 | 5449 | 3.6% |
| 1.000000004 | 2688 | 1.8% |
| 1.000000014 | 1728 | 1.2% |
| -1 | 1308 | 0.9% |
| 1.000000032 | 1205 | 0.8% |
| 1.000000058 | 995 | 0.7% |
| 1.00000009 | 766 | 0.5% |
| 1.00000013 | 655 | 0.4% |
| 1.000000176 | 542 | 0.4% |
| Other values (275) | 6056 | 4.0% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1 | 36 | < 0.1% |
| -1 | 48 | < 0.1% |
| -1 | 125 |
| Value | Count | Frequency (%) |
| 1.000186226 | 1 | |
| 1.000127152 | 1 | |
| 1.000110347 | 1 | |
| 1.000101787 | 1 | |
| 1.000100592 | 1 |
sms_in_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1171 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.093116041 |
| Minimum | 0 |
|---|---|
| Maximum | 53.78138758 |
| Zeros | 16251 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.058159138 |
| median | 1.480453014 |
| Q3 | 2.509618707 |
| 95-th percentile | 5.868382912 |
| Maximum | 53.78138758 |
| Range | 53.78138758 |
| Interquartile range (IQR) | 1.451459569 |
Descriptive statistics
| Standard deviation | 2.023433792 |
|---|---|
| Coefficient of variation (CV) | 0.9667088458 |
| Kurtosis | 24.88997821 |
| Mean | 2.093116041 |
| Median Absolute Deviation (MAD) | 0.4740461789 |
| Skewness | 3.455883068 |
| Sum | 313967.4062 |
| Variance | 4.094284312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16251 | 10.8% |
| 1.006406835 | 7501 | 5.0% |
| 1.023762432 | 7063 | 4.7% |
| 1.049793044 | 6054 | 4.0% |
| 1.082760975 | 5782 | 3.9% |
| 1.121317553 | 5231 | 3.5% |
| 1.164401954 | 5054 | 3.4% |
| 1.211169962 | 4496 | 3.0% |
| 1.260942818 | 4304 | 2.9% |
| 1.31316983 | 3891 | 2.6% |
| Other values (1161) | 84373 |
| Value | Count | Frequency (%) |
| 0 | 16251 | |
| 1.006406835 | 7501 | |
| 1.00757098 | 77 | 0.1% |
| 1.00908403 | 66 | < 0.1% |
| 1.011100838 | 85 | 0.1% |
| Value | Count | Frequency (%) |
| 53.78138758 | 1 | |
| 38.84083893 | 1 | |
| 38.60969917 | 1 | |
| 35.94285544 | 1 | |
| 35.93484698 | 1 |
voice_out_short_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 76447 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7840685805 |
| Minimum | 0 |
|---|---|
| Maximum | 1.411494725 |
| Zeros | 32582 |
| Zeros (%) | 21.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000023912 |
| median | 1.000301387 |
| Q3 | 1.001000905 |
| 95-th percentile | 1.005478733 |
| Maximum | 1.411494725 |
| Range | 1.411494725 |
| Interquartile range (IQR) | 0.0009769931875 |
Descriptive statistics
| Standard deviation | 0.4130557009 |
|---|---|
| Coefficient of variation (CV) | 0.5268106785 |
| Kurtosis | -0.119178171 |
| Mean | 0.7840685805 |
| Median Absolute Deviation (MAD) | 0.0005386133199 |
| Skewness | -1.37102661 |
| Sum | 117610.2871 |
| Variance | 0.170615012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32582 | 21.7% |
| 1.006406835 | 1448 | 1.0% |
| 1.001666435 | 1377 | 0.9% |
| 1.000750704 | 1276 | 0.9% |
| 1.000425155 | 1255 | 0.8% |
| 1.000273218 | 1084 | 0.7% |
| 1.000190256 | 1063 | 0.7% |
| 1.000140054 | 846 | 0.6% |
| 1.000107387 | 831 | 0.6% |
| 1.000084947 | 734 | 0.5% |
| Other values (76437) | 107504 |
| Value | Count | Frequency (%) |
| 0 | 32582 | |
| 1.000000398 | 1 | < 0.1% |
| 1.000000417 | 1 | < 0.1% |
| 1.000000444 | 1 | < 0.1% |
| 1.00000049 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.411494725 | 1 | |
| 1.362493154 | 1 | |
| 1.309621172 | 1 | |
| 1.307717468 | 1 | |
| 1.295517754 | 1 |
data_3g_tar_vol_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 108256 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.210822 |
| Minimum | 0 |
|---|---|
| Maximum | 326.8603092 |
| Zeros | 40297 |
| Zeros (%) | 26.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 131.3403357 |
| Q3 | 175.8271085 |
| 95-th percentile | 218.2496026 |
| Maximum | 326.8603092 |
| Range | 326.8603092 |
| Interquartile range (IQR) | 175.8271085 |
Descriptive statistics
| Standard deviation | 81.64867928 |
|---|---|
| Coefficient of variation (CV) | 0.761571246 |
| Kurtosis | -1.457931084 |
| Mean | 107.210822 |
| Median Absolute Deviation (MAD) | 62.30890174 |
| Skewness | -0.1997297734 |
| Sum | 16081623.3 |
| Variance | 6666.506828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40297 | 26.9% |
| 1.064320397 | 157 | 0.1% |
| 1.207704776 | 82 | 0.1% |
| 1.38913981 | 60 | < 0.1% |
| 12.53805583 | 48 | < 0.1% |
| 1.589289213 | 46 | < 0.1% |
| 2.010130606 | 36 | < 0.1% |
| 12.53805583 | 29 | < 0.1% |
| 2.843006294 | 27 | < 0.1% |
| 2.432251801 | 26 | < 0.1% |
| Other values (108246) | 109192 |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 1.000125737 | 3 | < 0.1% |
| 1.000180658 | 2 | < 0.1% |
| 1.000211786 | 21 | < 0.1% |
| 1.000281337 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 326.8603092 | 1 | |
| 324.2185482 | 1 | |
| 314.7295972 | 1 | |
| 311.7639517 | 1 | |
| 307.6010266 | 1 |
sms_out_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 336 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4454688229 |
| Minimum | 0 |
|---|---|
| Maximum | 66.29148747 |
| Zeros | 115713 |
| Zeros (%) | 77.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.839588705 |
| Maximum | 66.29148747 |
| Range | 66.29148747 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.407759274 |
|---|---|
| Coefficient of variation (CV) | 3.160174634 |
| Kurtosis | 153.4852527 |
| Mean | 0.4454688229 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.384768448 |
| Sum | 66820.32343 |
| Variance | 1.981786174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 115713 | |
| 1.049793044 | 12684 | 8.5% |
| 1.164401954 | 6280 | 4.2% |
| 1.31316983 | 3367 | 2.2% |
| 1.480453014 | 2291 | 1.5% |
| 1.657607816 | 1488 | 1.0% |
| 1.839588705 | 1172 | 0.8% |
| 2.023336405 | 790 | 0.5% |
| 2.206948961 | 665 | 0.4% |
| 2.3892276 | 532 | 0.4% |
| Other values (326) | 5018 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 115713 | |
| 1.049793044 | 12684 | 8.5% |
| 1.164401954 | 6280 | 4.2% |
| 1.31316983 | 3367 | 2.2% |
| 1.480453014 | 2291 | 1.5% |
| Value | Count | Frequency (%) |
| 66.29148747 | 1 | |
| 42.52170427 | 1 | |
| 38.70479708 | 1 | |
| 36.94251337 | 1 | |
| 36.73193059 | 1 |
voice_out_short_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 87860 |
|---|---|
| Distinct (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01794727708 |
| Minimum | -1.011248633 |
|---|---|
| Maximum | 1.010917326 |
| Zeros | 32650 |
| Zeros (%) | 21.8% |
| Negative | 57329 |
| Negative (%) | 38.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.011248633 |
|---|---|
| 5-th percentile | -1.000057558 |
| Q1 | -1.000002002 |
| median | 0 |
| Q3 | 1.000002535 |
| 95-th percentile | 1.000061408 |
| Maximum | 1.010917326 |
| Range | 2.022165959 |
| Interquartile range (IQR) | 2.000004537 |
Descriptive statistics
| Standard deviation | 0.8843599975 |
|---|---|
| Coefficient of variation (CV) | 49.27544126 |
| Kurtosis | -1.720371419 |
| Mean | 0.01794727708 |
| Median Absolute Deviation (MAD) | 1.000002248 |
| Skewness | -0.0349406897 |
| Sum | 2692.091562 |
| Variance | 0.7820926052 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32650 | 21.8% |
| 1.000012183 | 565 | 0.4% |
| -1.000012183 | 504 | 0.3% |
| 1.000003051 | 374 | 0.2% |
| -1.000003051 | 353 | 0.2% |
| -1.000108887 | 253 | 0.2% |
| 1.000108887 | 242 | 0.2% |
| 1.000027364 | 238 | 0.2% |
| 1.000001357 | 238 | 0.2% |
| -1.000027364 | 224 | 0.1% |
| Other values (87850) | 114359 |
| Value | Count | Frequency (%) |
| -1.011248633 | 1 | |
| -1.009360264 | 1 | |
| -1.008888957 | 1 | |
| -1.008783363 | 1 | |
| -1.006175062 | 1 |
| Value | Count | Frequency (%) |
| 1.010917326 | 1 | |
| 1.009601574 | 1 | |
| 1.009313962 | 1 | |
| 1.009153397 | 1 | |
| 1.008754 | 1 |
pay_p2p_out_sum_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 413 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08764665712 |
| Minimum | 0 |
|---|---|
| Maximum | 67.88548598 |
| Zeros | 148548 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 67.88548598 |
| Range | 67.88548598 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.129782565 |
|---|---|
| Coefficient of variation (CV) | 12.89019573 |
| Kurtosis | 486.7438053 |
| Mean | 0.08764665712 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.7268045 |
| Sum | 13146.99857 |
| Variance | 1.276408645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148548 | |
| 2.843006294 | 166 | 0.1% |
| 4.659639159 | 121 | 0.1% |
| 6.143914475 | 61 | < 0.1% |
| 8.488744794 | 58 | < 0.1% |
| 3.800184121 | 45 | < 0.1% |
| 12.53805583 | 40 | < 0.1% |
| 1.798128817 | 38 | < 0.1% |
| 5.4360379 | 29 | < 0.1% |
| 17.58962437 | 26 | < 0.1% |
| Other values (403) | 868 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 148548 | |
| 1.000000001 | 1 | < 0.1% |
| 1.064320397 | 3 | < 0.1% |
| 1.207704776 | 13 | < 0.1% |
| 1.38913981 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 67.88548598 | 1 | |
| 57.48143682 | 1 | |
| 49.01612902 | 1 | |
| 46.15426807 | 1 | |
| 44.27934142 | 1 |
content_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2708 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5900660582 |
| Minimum | -27.19514647 |
|---|---|
| Maximum | 16.26390696 |
| Zeros | 1652 |
| Zeros (%) | 1.1% |
| Negative | 45024 |
| Negative (%) | 30.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -27.19514647 |
|---|---|
| 5-th percentile | -1.378220844 |
| Q1 | -1.008874799 |
| median | 1.083769029 |
| Q3 | 1.375897095 |
| 95-th percentile | 2.065773164 |
| Maximum | 16.26390696 |
| Range | 43.45905343 |
| Interquartile range (IQR) | 2.384771893 |
Descriptive statistics
| Standard deviation | 1.288075862 |
|---|---|
| Coefficient of variation (CV) | 2.18293502 |
| Kurtosis | 3.657337292 |
| Mean | 0.5900660582 |
| Median Absolute Deviation (MAD) | 0.4112586831 |
| Skewness | -0.6170248777 |
| Sum | 88509.90873 |
| Variance | 1.659139427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1652 | 1.1% |
| 1.052951634 | 337 | 0.2% |
| 1.022243682 | 336 | 0.2% |
| 1.030937527 | 335 | 0.2% |
| 1.07778654 | 330 | 0.2% |
| 1.011924485 | 327 | 0.2% |
| 1.056839816 | 326 | 0.2% |
| 1.05041874 | 323 | 0.2% |
| 1.089907359 | 322 | 0.2% |
| 1.080757955 | 321 | 0.2% |
| Other values (2698) | 145391 |
| Value | Count | Frequency (%) |
| -27.19514647 | 1 | |
| -21.30235411 | 1 | |
| -17.88608039 | 1 | |
| -15.21794386 | 1 | |
| -13.37994153 | 1 |
| Value | Count | Frequency (%) |
| 16.26390696 | 1 | |
| 15.27669689 | 1 | |
| 13.86941304 | 1 | |
| 13.66958179 | 1 | |
| 13.32875205 | 1 |
gprs_tar_vol_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 25410 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.74895005 |
| Minimum | 0 |
|---|---|
| Maximum | 284.9905639 |
| Zeros | 90171 |
| Zeros (%) | 60.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 33.41858567 |
| 95-th percentile | 135.9225345 |
| Maximum | 284.9905639 |
| Range | 284.9905639 |
| Interquartile range (IQR) | 33.41858567 |
Descriptive statistics
| Standard deviation | 45.39070884 |
|---|---|
| Coefficient of variation (CV) | 1.834045838 |
| Kurtosis | 4.832487927 |
| Mean | 24.74895005 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.256325873 |
| Sum | 3712342.508 |
| Variance | 2060.316449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90171 | |
| 1.480453014 | 1013 | 0.7% |
| 22.29933738 | 819 | 0.5% |
| 2.206948961 | 717 | 0.5% |
| 2.921812056 | 529 | 0.4% |
| 3.590290394 | 411 | 0.3% |
| 4.786566308 | 368 | 0.2% |
| 4.210401996 | 339 | 0.2% |
| 5.324077125 | 303 | 0.2% |
| 5.827795843 | 253 | 0.2% |
| Other values (25400) | 55077 |
| Value | Count | Frequency (%) |
| 0 | 90171 | |
| 1.001468335 | 2 | < 0.1% |
| 1.002453611 | 5 | < 0.1% |
| 1.005125651 | 2 | < 0.1% |
| 1.005658563 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 284.9905639 | 1 | |
| 283.9321527 | 1 | |
| 283.3045046 | 1 | |
| 282.0120649 | 1 | |
| 278.6550157 | 1 |
com_num_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1176 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.373026887 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 97662 |
| Zeros (%) | 65.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.013089728 |
| 95-th percentile | 1.164401954 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 1.013089728 |
Descriptive statistics
| Standard deviation | 0.5119952669 |
|---|---|
| Coefficient of variation (CV) | 1.372542529 |
| Kurtosis | -1.500515686 |
| Mean | 0.373026887 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6667575051 |
| Sum | 55954.03306 |
| Variance | 0.2621391534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97662 | |
| 1.082760975 | 2856 | 1.9% |
| 1.049793044 | 2842 | 1.9% |
| 1.03324115 | 2502 | 1.7% |
| 1.164401954 | 2479 | 1.7% |
| 1.023762432 | 2318 | 1.5% |
| 1.017830633 | 1945 | 1.3% |
| 1.013872843 | 1737 | 1.2% |
| 1.011100838 | 1447 | 1.0% |
| 1.00908403 | 1315 | 0.9% |
| Other values (1166) | 32897 | 21.9% |
| Value | Count | Frequency (%) |
| 0 | 97662 | |
| 1.000031385 | 1 | < 0.1% |
| 1.000033607 | 1 | < 0.1% |
| 1.000052132 | 1 | < 0.1% |
| 1.000064516 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 1 | |
| 1.56817193 | 1 | |
| 1.524058486 | 1 | |
| 1.52147855 | 1 | |
| 1.494416075 | 1 |
conn_out_uniq_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 407 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.694382206 |
| Minimum | 0 |
|---|---|
| Maximum | 55.96248594 |
| Zeros | 19868 |
| Zeros (%) | 13.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.023336405 |
| median | 4.358354821 |
| Q3 | 6.858181878 |
| 95-th percentile | 10.76290735 |
| Maximum | 55.96248594 |
| Range | 55.96248594 |
| Interquartile range (IQR) | 4.834845474 |
Descriptive statistics
| Standard deviation | 3.445124076 |
|---|---|
| Coefficient of variation (CV) | 0.733882314 |
| Kurtosis | 1.289496555 |
| Mean | 4.694382206 |
| Median Absolute Deviation (MAD) | 2.499827057 |
| Skewness | 0.7604906633 |
| Sum | 704157.3308 |
| Variance | 11.8688799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19868 | 13.2% |
| 1.049793044 | 4079 | 2.7% |
| 1.164401954 | 2905 | 1.9% |
| 1.480453014 | 2806 | 1.9% |
| 2.921812056 | 2663 | 1.8% |
| 2.747038501 | 2646 | 1.8% |
| 3.427814651 | 2628 | 1.8% |
| 1.31316983 | 2623 | 1.7% |
| 3.749720354 | 2575 | 1.7% |
| 2.206948961 | 2568 | 1.7% |
| Other values (397) | 104639 |
| Value | Count | Frequency (%) |
| 0 | 19868 | |
| 1.049793044 | 4079 | 2.7% |
| 1.164401954 | 2905 | 1.9% |
| 1.31316983 | 2623 | 1.7% |
| 1.480453014 | 2806 | 1.9% |
| Value | Count | Frequency (%) |
| 55.96248594 | 1 | |
| 42.84618392 | 1 | |
| 34.78674749 | 1 | |
| 33.66558695 | 1 | |
| 33.38979947 | 1 |
pay_p2p_in_sum_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 647 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1942901917 |
| Minimum | 0 |
|---|---|
| Maximum | 84.04193676 |
| Zeros | 147404 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 84.04193676 |
| Range | 84.04193676 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.698103969 |
|---|---|
| Coefficient of variation (CV) | 8.740039599 |
| Kurtosis | 165.4288015 |
| Mean | 0.1942901917 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.96577435 |
| Sum | 29143.52875 |
| Variance | 2.88355709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147404 | |
| 2.843006294 | 178 | 0.1% |
| 4.659639159 | 143 | 0.1% |
| 15.37178221 | 107 | 0.1% |
| 12.53805583 | 106 | 0.1% |
| 8.488744794 | 100 | 0.1% |
| 13.76988162 | 97 | 0.1% |
| 12.53805583 | 89 | 0.1% |
| 14.33257017 | 83 | 0.1% |
| 6.143914475 | 79 | 0.1% |
| Other values (637) | 1614 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 147404 | |
| 1.064320397 | 4 | < 0.1% |
| 1.088089346 | 1 | < 0.1% |
| 1.091647436 | 1 | < 0.1% |
| 1.102789099 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 84.04193676 | 1 | |
| 57.20840584 | 1 | |
| 48.06335386 | 1 | |
| 44.41654704 | 1 | |
| 40.18225363 | 1 |
voice_mts_in_nwork_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 124992 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.204824142 |
| Minimum | -1.008268806 |
|---|---|
| Maximum | 1.010754553 |
| Zeros | 23216 |
| Zeros (%) | 15.5% |
| Negative | 48035 |
| Negative (%) | 32.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.008268806 |
|---|---|
| 5-th percentile | -1.000292288 |
| Q1 | -1.000003461 |
| median | 1.000000228 |
| Q3 | 1.000068753 |
| 95-th percentile | 1.000641177 |
| Maximum | 1.010754553 |
| Range | 2.019023359 |
| Interquartile range (IQR) | 2.000072214 |
Descriptive statistics
| Standard deviation | 0.8964528163 |
|---|---|
| Coefficient of variation (CV) | 4.376695089 |
| Kurtosis | -1.628751485 |
| Mean | 0.204824142 |
| Median Absolute Deviation (MAD) | 0.001045541697 |
| Skewness | -0.4128874201 |
| Sum | 30723.6213 |
| Variance | 0.8036276519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23216 | 15.5% |
| 1.000300379 | 147 | 0.1% |
| 1.000584711 | 138 | 0.1% |
| 1.000108887 | 132 | 0.1% |
| -1.000300379 | 129 | 0.1% |
| 1.001424332 | 127 | 0.1% |
| -1.001424332 | 120 | 0.1% |
| -1.000012183 | 117 | 0.1% |
| -1.00095998 | 112 | 0.1% |
| 1.00095998 | 111 | 0.1% |
| Other values (124982) | 125651 |
| Value | Count | Frequency (%) |
| -1.008268806 | 1 | |
| -1.007655393 | 1 | |
| -1.00757098 | 1 | |
| -1.007448061 | 1 | |
| -1.007301354 | 1 |
| Value | Count | Frequency (%) |
| 1.010754553 | 1 | |
| 1.010012006 | 1 | |
| 1.009390065 | 1 | |
| 1.009264981 | 1 | |
| 1.009055668 | 1 |
vas_clc_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3108 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.772616489 |
| Minimum | 0 |
|---|---|
| Maximum | 62.86542916 |
| Zeros | 96514 |
| Zeros (%) | 64.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.46360592 |
| 95-th percentile | 18.66347575 |
| Maximum | 62.86542916 |
| Range | 62.86542916 |
| Interquartile range (IQR) | 2.46360592 |
Descriptive statistics
| Standard deviation | 5.851158721 |
|---|---|
| Coefficient of variation (CV) | 2.110338283 |
| Kurtosis | 11.6169315 |
| Mean | 2.772616489 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.027396602 |
| Sum | 415892.4733 |
| Variance | 34.23605837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 96514 | |
| 4.497536115 | 10090 | 6.7% |
| 1.604773951 | 6632 | 4.4% |
| 1.604273725 | 4395 | 2.9% |
| 7.165976416 | 3170 | 2.1% |
| 22.11876484 | 2455 | 1.6% |
| 9.181785673 | 1742 | 1.2% |
| 10.81975628 | 1213 | 0.8% |
| 2.46360592 | 1170 | 0.8% |
| 20.13969538 | 1087 | 0.7% |
| Other values (3098) | 21532 | 14.4% |
| Value | Count | Frequency (%) |
| 0 | 96514 | |
| 1.000060369 | 4 | < 0.1% |
| 1.000095107 | 54 | < 0.1% |
| 1.000196043 | 9 | < 0.1% |
| 1.000376763 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 62.86542916 | 1 | < 0.1% |
| 62.76573354 | 4 | |
| 62.38074321 | 1 | < 0.1% |
| 61.63584073 | 1 | < 0.1% |
| 61.01672769 | 1 | < 0.1% |
voice_in_cmpttrs_avg_durmea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 63967 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.02514498 |
| Minimum | 0 |
|---|---|
| Maximum | 53.9365272 |
| Zeros | 33653 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.786566308 |
| median | 17.04048855 |
| Q3 | 24.49434488 |
| 95-th percentile | 35.29569011 |
| Maximum | 53.9365272 |
| Range | 53.9365272 |
| Interquartile range (IQR) | 19.70777858 |
Descriptive statistics
| Standard deviation | 11.74779951 |
|---|---|
| Coefficient of variation (CV) | 0.7330853805 |
| Kurtosis | -0.9016033261 |
| Mean | 16.02514498 |
| Median Absolute Deviation (MAD) | 9.050234324 |
| Skewness | 0.1077617607 |
| Sum | 2403771.747 |
| Variance | 138.0107932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33653 | 22.4% |
| 3.427814651 | 227 | 0.2% |
| 4.059700132 | 205 | 0.1% |
| 3.906166058 | 199 | 0.1% |
| 4.358354821 | 197 | 0.1% |
| 5.324077125 | 193 | 0.1% |
| 5.059834182 | 191 | 0.1% |
| 3.749720354 | 186 | 0.1% |
| 5.579883184 | 185 | 0.1% |
| 4.646352578 | 184 | 0.1% |
| Other values (63957) | 114580 |
| Value | Count | Frequency (%) |
| 0 | 33653 | |
| 1.049793044 | 81 | 0.1% |
| 1.101412779 | 3 | < 0.1% |
| 1.164401954 | 69 | < 0.1% |
| 1.235717839 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.9365272 | 1 | |
| 53.40861047 | 1 | |
| 53.20319967 | 1 | |
| 52.76217196 | 1 | |
| 52.28906833 | 1 |
voice_mts_out_nrest_partmea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 85497 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6999198411 |
| Minimum | 0 |
|---|---|
| Maximum | 1.156853571 |
| Zeros | 45276 |
| Zeros (%) | 30.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000230082 |
| Q3 | 1.001720754 |
| 95-th percentile | 1.008115817 |
| Maximum | 1.156853571 |
| Range | 1.156853571 |
| Interquartile range (IQR) | 1.001720754 |
Descriptive statistics
| Standard deviation | 0.460231657 |
|---|---|
| Coefficient of variation (CV) | 0.6575490934 |
| Kurtosis | -1.25470542 |
| Mean | 0.6999198411 |
| Median Absolute Deviation (MAD) | 0.002223015579 |
| Skewness | -0.8631028098 |
| Sum | 104987.9762 |
| Variance | 0.2118131781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45276 | |
| 1.006406835 | 896 | 0.6% |
| 1.001666435 | 425 | 0.3% |
| 1.000750704 | 380 | 0.3% |
| 1.000425155 | 361 | 0.2% |
| 1.000273218 | 324 | 0.2% |
| 1.000190256 | 286 | 0.2% |
| 1.000107387 | 278 | 0.2% |
| 1.000140054 | 277 | 0.2% |
| 1.000084947 | 245 | 0.2% |
| Other values (85487) | 101252 |
| Value | Count | Frequency (%) |
| 0 | 45276 | |
| 1.000000007 | 1 | < 0.1% |
| 1.000000009 | 1 | < 0.1% |
| 1.000000011 | 1 | < 0.1% |
| 1.000000018 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.156853571 | 1 | |
| 1.140398844 | 1 | |
| 1.117022962 | 1 | |
| 1.11070504 | 1 | |
| 1.0907955 | 1 |
non_accum_internet_vol_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 93214 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.45044876 |
| Minimum | -114.9051414 |
|---|---|
| Maximum | 366.9484516 |
| Zeros | 50897 |
| Zeros (%) | 33.9% |
| Negative | 992 |
| Negative (%) | 0.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -114.9051414 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 78.3188074 |
| Q3 | 181.6848874 |
| 95-th percentile | 241.7601186 |
| Maximum | 366.9484516 |
| Range | 481.853593 |
| Interquartile range (IQR) | 181.6848874 |
Descriptive statistics
| Standard deviation | 93.31874227 |
|---|---|
| Coefficient of variation (CV) | 0.9985906275 |
| Kurtosis | -1.473440119 |
| Mean | 93.45044876 |
| Median Absolute Deviation (MAD) | 78.3188074 |
| Skewness | 0.30593507 |
| Sum | 14017567.31 |
| Variance | 8708.387659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50897 | |
| 1.480453014 | 449 | 0.3% |
| 2.206948961 | 265 | 0.2% |
| 2.921812056 | 206 | 0.1% |
| 3.590290394 | 189 | 0.1% |
| 4.210401996 | 149 | 0.1% |
| 4.786566308 | 139 | 0.1% |
| 5.324077125 | 128 | 0.1% |
| 5.827795843 | 103 | 0.1% |
| 6.749901739 | 101 | 0.1% |
| Other values (93204) | 97374 |
| Value | Count | Frequency (%) |
| -114.9051414 | 1 | |
| -114.8015105 | 1 | |
| -114.7956096 | 1 | |
| -114.713187 | 1 | |
| -114.6653943 | 1 |
| Value | Count | Frequency (%) |
| 366.9484516 | 1 | |
| 355.709148 | 1 | |
| 342.4132868 | 1 | |
| 335.5310829 | 1 | |
| 335.1508953 | 1 |
pay_sum_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 10219 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.51027995 |
| Minimum | -51.81297711 |
|---|---|
| Maximum | 97.7216633 |
| Zeros | 25610 |
| Zeros (%) | 17.1% |
| Negative | 15 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -51.81297711 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.749901739 |
| median | 11.66591158 |
| Q3 | 14.4685436 |
| 95-th percentile | 19.27005613 |
| Maximum | 97.7216633 |
| Range | 149.5346404 |
| Interquartile range (IQR) | 7.718641864 |
Descriptive statistics
| Standard deviation | 6.281516197 |
|---|---|
| Coefficient of variation (CV) | 0.5976545085 |
| Kurtosis | 0.0447705294 |
| Mean | 10.51027995 |
| Median Absolute Deviation (MAD) | 3.495282664 |
| Skewness | -0.2764243326 |
| Sum | 1576541.992 |
| Variance | 39.45744573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25610 | 17.1% |
| 11.61519305 | 5399 | 3.6% |
| 9.246543868 | 3227 | 2.2% |
| 12.79226812 | 3113 | 2.1% |
| 13.50412131 | 2747 | 1.8% |
| 14.32730559 | 2259 | 1.5% |
| 10.507589 | 2242 | 1.5% |
| 13.33095137 | 2144 | 1.4% |
| 10.26911687 | 2053 | 1.4% |
| 5.988934212 | 1881 | 1.3% |
| Other values (10209) | 99325 |
| Value | Count | Frequency (%) |
| -51.81297711 | 1 | |
| -23.18222014 | 1 | |
| -19.31538513 | 1 | |
| -18.1040124 | 1 | |
| -16.2151381 | 1 |
| Value | Count | Frequency (%) |
| 97.7216633 | 1 | |
| 70.21335527 | 1 | |
| 65.77829068 | 1 | |
| 61.62138653 | 1 | |
| 58.90095 | 1 |
Ama_rchrgmnt_sum_std_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
content_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 4354 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.518820591 |
| Minimum | 0 |
|---|---|
| Maximum | 38.41832911 |
| Zeros | 2745 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.88286485 |
| Q1 | 4.975728823 |
| median | 6.451284171 |
| Q3 | 8.02090452 |
| 95-th percentile | 10.38499543 |
| Maximum | 38.41832911 |
| Range | 38.41832911 |
| Interquartile range (IQR) | 3.045175697 |
Descriptive statistics
| Standard deviation | 2.41860628 |
|---|---|
| Coefficient of variation (CV) | 0.3710189975 |
| Kurtosis | 2.426943481 |
| Mean | 6.518820591 |
| Median Absolute Deviation (MAD) | 1.529651328 |
| Skewness | 0.3350299833 |
| Sum | 977823.0886 |
| Variance | 5.84965634 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2745 | 1.8% |
| 3.951587916 | 538 | 0.4% |
| 5.004090188 | 530 | 0.4% |
| 4.205419201 | 527 | 0.4% |
| 5.141126722 | 505 | 0.3% |
| 4.73583039 | 495 | 0.3% |
| 3.906166058 | 483 | 0.3% |
| 5.731972983 | 468 | 0.3% |
| 5.579883184 | 465 | 0.3% |
| 5.534728522 | 462 | 0.3% |
| Other values (4344) | 142782 |
| Value | Count | Frequency (%) |
| 0 | 2745 | |
| 1.164401954 | 281 | 0.2% |
| 1.207704776 | 56 | < 0.1% |
| 1.356301179 | 22 | < 0.1% |
| 1.45108808 | 102 | 0.1% |
| Value | Count | Frequency (%) |
| 38.41832911 | 1 | |
| 35.25599098 | 1 | |
| 34.6287812 | 1 | |
| 33.31594809 | 1 | |
| 31.90347633 | 1 |
voice_out_cmpttrs_td_cntmea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 482 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.164290385 |
| Minimum | 0 |
|---|---|
| Maximum | 39.60269825 |
| Zeros | 42377 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.657607816 |
| Q3 | 4.646352578 |
| 95-th percentile | 11.10002615 |
| Maximum | 39.60269825 |
| Range | 39.60269825 |
| Interquartile range (IQR) | 4.646352578 |
Descriptive statistics
| Standard deviation | 3.74560864 |
|---|---|
| Coefficient of variation (CV) | 1.183712044 |
| Kurtosis | 3.324894471 |
| Mean | 3.164290385 |
| Median Absolute Deviation (MAD) | 1.657607816 |
| Skewness | 1.712843676 |
| Sum | 474643.5577 |
| Variance | 14.02958409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 1.049793044 | 10400 | 6.9% |
| 1.164401954 | 7439 | 5.0% |
| 1.31316983 | 5907 | 3.9% |
| 1.480453014 | 4958 | 3.3% |
| 1.657607816 | 4222 | 2.8% |
| 1.839588705 | 3794 | 2.5% |
| 2.023336405 | 3399 | 2.3% |
| 2.206948961 | 3051 | 2.0% |
| 2.3892276 | 2797 | 1.9% |
| Other values (472) | 61656 |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 1.049793044 | 10400 | 6.9% |
| 1.164401954 | 7439 | 5.0% |
| 1.31316983 | 5907 | 3.9% |
| 1.480453014 | 4958 | 3.3% |
| Value | Count | Frequency (%) |
| 39.60269825 | 1 | |
| 35.54777792 | 1 | |
| 35.38217056 | 1 | |
| 32.58890589 | 1 | |
| 31.98519063 | 1 |
voice_in_cmpttrs_avg_durmin_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 9461 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.181877424 |
| Minimum | 0 |
|---|---|
| Maximum | 48.39935912 |
| Zeros | 116857 |
| Zeros (%) | 77.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 17.47943649 |
| Maximum | 48.39935912 |
| Range | 48.39935912 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.472330916 |
|---|---|
| Coefficient of variation (CV) | 2.034123272 |
| Kurtosis | 2.945923925 |
| Mean | 3.181877424 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.935610612 |
| Sum | 477281.6136 |
| Variance | 41.89106749 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116857 | |
| 8.333535892 | 294 | 0.2% |
| 7.964623589 | 285 | 0.2% |
| 9.354248899 | 284 | 0.2% |
| 10.26911687 | 282 | 0.2% |
| 9.669720902 | 280 | 0.2% |
| 8.687248223 | 274 | 0.2% |
| 7.578965206 | 270 | 0.2% |
| 11.10002615 | 269 | 0.2% |
| 6.749901739 | 261 | 0.2% |
| Other values (9451) | 30644 | 20.4% |
| Value | Count | Frequency (%) |
| 0 | 116857 | |
| 1.480453014 | 111 | 0.1% |
| 1.699310758 | 1 | < 0.1% |
| 1.839588705 | 5 | < 0.1% |
| 2.206948961 | 80 | 0.1% |
| Value | Count | Frequency (%) |
| 48.39935912 | 1 | |
| 48.27398089 | 1 | |
| 45.86443496 | 1 | |
| 45.33998515 | 1 | |
| 44.60013822 | 1 |
conn_in_uniq_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.845190342 |
| Minimum | 0 |
|---|---|
| Maximum | 43.69039658 |
| Zeros | 26362 |
| Zeros (%) | 17.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.480453014 |
| median | 3.590290394 |
| Q3 | 5.827795843 |
| 95-th percentile | 9.354248899 |
| Maximum | 43.69039658 |
| Range | 43.69039658 |
| Interquartile range (IQR) | 4.347342829 |
Descriptive statistics
| Standard deviation | 3.094918486 |
|---|---|
| Coefficient of variation (CV) | 0.8048804378 |
| Kurtosis | 1.881991436 |
| Mean | 3.845190342 |
| Median Absolute Deviation (MAD) | 2.10983738 |
| Skewness | 1.037281078 |
| Sum | 576778.5513 |
| Variance | 9.578520433 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26362 | |
| 1.480453014 | 16583 | |
| 2.206948961 | 15455 | |
| 2.921812056 | 14129 | |
| 3.590290394 | 12394 | |
| 4.210401996 | 10692 | |
| 4.786566308 | 9128 | 6.1% |
| 5.324077125 | 7494 | 5.0% |
| 5.827795843 | 6234 | 4.2% |
| 6.30189811 | 5256 | 3.5% |
| Other values (105) | 26273 |
| Value | Count | Frequency (%) |
| 0 | 26362 | |
| 1.480453014 | 16583 | |
| 2.206948961 | 15455 | |
| 2.921812056 | 14129 | |
| 3.590290394 | 12394 |
| Value | Count | Frequency (%) |
| 43.69039658 | 1 | |
| 30.80707399 | 1 | |
| 28.80452434 | 1 | |
| 27.49669939 | 1 | |
| 26.88363647 | 1 |
voice_in_tar_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 85889 |
|---|---|
| Distinct (%) | 57.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.86589199 |
| Minimum | 0 |
|---|---|
| Maximum | 146.2290974 |
| Zeros | 5291 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.868382912 |
| Q1 | 44.8503584 |
| median | 62.54952882 |
| Q3 | 76.52860084 |
| 95-th percentile | 93.31834561 |
| Maximum | 146.2290974 |
| Range | 146.2290974 |
| Interquartile range (IQR) | 31.67824245 |
Descriptive statistics
| Standard deviation | 24.6207711 |
|---|---|
| Coefficient of variation (CV) | 0.4182518989 |
| Kurtosis | -0.05845201747 |
| Mean | 58.86589199 |
| Median Absolute Deviation (MAD) | 15.45556933 |
| Skewness | -0.6050227426 |
| Sum | 8829883.799 |
| Variance | 606.1823697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5291 | 3.5% |
| 4.210401996 | 43 | < 0.1% |
| 1.778610665 | 40 | < 0.1% |
| 2.084626173 | 40 | < 0.1% |
| 1.480453014 | 40 | < 0.1% |
| 1.839588705 | 39 | < 0.1% |
| 1.900753899 | 39 | < 0.1% |
| 2.569415055 | 39 | < 0.1% |
| 1.657607816 | 39 | < 0.1% |
| 1.597822603 | 37 | < 0.1% |
| Other values (85879) | 144353 |
| Value | Count | Frequency (%) |
| 0 | 5291 | |
| 1.006406835 | 35 | < 0.1% |
| 1.00757098 | 1 | < 0.1% |
| 1.00908403 | 3 | < 0.1% |
| 1.017830633 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 146.2290974 | 1 | |
| 144.0090867 | 1 | |
| 142.2880284 | 1 | |
| 139.5296412 | 1 | |
| 137.7064663 | 1 |
conn_out_uniq_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 150 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.515235452 |
| Minimum | 0 |
|---|---|
| Maximum | 55.29242973 |
| Zeros | 31556 |
| Zeros (%) | 21.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.480453014 |
| median | 4.210401996 |
| Q3 | 6.749901739 |
| 95-th percentile | 10.83132398 |
| Maximum | 55.29242973 |
| Range | 55.29242973 |
| Interquartile range (IQR) | 5.269448725 |
Descriptive statistics
| Standard deviation | 3.645442244 |
|---|---|
| Coefficient of variation (CV) | 0.807364817 |
| Kurtosis | 1.204817341 |
| Mean | 4.515235452 |
| Median Absolute Deviation (MAD) | 2.729948982 |
| Skewness | 0.7696229507 |
| Sum | 677285.3178 |
| Variance | 13.28924916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31556 | |
| 2.921812056 | 9886 | 6.6% |
| 2.206948961 | 9613 | 6.4% |
| 1.480453014 | 9583 | 6.4% |
| 3.590290394 | 9491 | 6.3% |
| 4.210401996 | 9215 | 6.1% |
| 4.786566308 | 8540 | 5.7% |
| 5.324077125 | 7738 | 5.2% |
| 5.827795843 | 6973 | 4.6% |
| 6.30189811 | 6038 | 4.0% |
| Other values (140) | 41367 |
| Value | Count | Frequency (%) |
| 0 | 31556 | |
| 1.480453014 | 9583 | 6.4% |
| 2.206948961 | 9613 | 6.4% |
| 2.921812056 | 9886 | 6.6% |
| 3.590290394 | 9491 | 6.3% |
| Value | Count | Frequency (%) |
| 55.29242973 | 1 | |
| 44.80770573 | 1 | |
| 40.25399929 | 1 | |
| 37.82578912 | 1 | |
| 37.79766736 | 1 |
voice_out_td_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 376 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.65458687 |
| Minimum | 0 |
|---|---|
| Maximum | 46.89010926 |
| Zeros | 20950 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.786566308 |
| median | 10.83132398 |
| Q3 | 15.82363655 |
| 95-th percentile | 22.39037352 |
| Maximum | 46.89010926 |
| Range | 46.89010926 |
| Interquartile range (IQR) | 11.03707025 |
Descriptive statistics
| Standard deviation | 7.179737238 |
|---|---|
| Coefficient of variation (CV) | 0.6738635038 |
| Kurtosis | -0.6517161497 |
| Mean | 10.65458687 |
| Median Absolute Deviation (MAD) | 5.507246853 |
| Skewness | 0.1763705073 |
| Sum | 1598188.03 |
| Variance | 51.5486268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20950 | 14.0% |
| 1.480453014 | 3944 | 2.6% |
| 2.206948961 | 3077 | 2.1% |
| 3.590290394 | 2721 | 1.8% |
| 2.921812056 | 2700 | 1.8% |
| 4.210401996 | 2626 | 1.8% |
| 5.827795843 | 2573 | 1.7% |
| 5.324077125 | 2530 | 1.7% |
| 7.174761058 | 2506 | 1.7% |
| 6.30189811 | 2489 | 1.7% |
| Other values (366) | 103884 |
| Value | Count | Frequency (%) |
| 0 | 20950 | |
| 1.480453014 | 3944 | 2.6% |
| 2.206948961 | 3077 | 2.1% |
| 2.921812056 | 2700 | 1.8% |
| 3.590290394 | 2721 | 1.8% |
| Value | Count | Frequency (%) |
| 46.89010926 | 1 | |
| 45.9820024 | 1 | |
| 42.89126656 | 1 | |
| 41.46616921 | 1 | |
| 40.46687548 | 1 |
voice_in_fix_tar_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 30246 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.815378639 |
| Minimum | 0 |
|---|---|
| Maximum | 82.81682726 |
| Zeros | 84304 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9.130577985 |
| 95-th percentile | 26.07491026 |
| Maximum | 82.81682726 |
| Range | 82.81682726 |
| Interquartile range (IQR) | 9.130577985 |
Descriptive statistics
| Standard deviation | 9.217672658 |
|---|---|
| Coefficient of variation (CV) | 1.58505116 |
| Kurtosis | 3.954327697 |
| Mean | 5.815378639 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.939777048 |
| Sum | 872306.7959 |
| Variance | 84.96548923 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84304 | |
| 1.064320397 | 1001 | 0.7% |
| 3.800184121 | 637 | 0.4% |
| 4.326715255 | 623 | 0.4% |
| 4.494900233 | 623 | 0.4% |
| 4.659639159 | 594 | 0.4% |
| 4.154953529 | 540 | 0.4% |
| 3.042659816 | 536 | 0.4% |
| 4.82106116 | 499 | 0.3% |
| 5.134454613 | 467 | 0.3% |
| Other values (30236) | 60176 |
| Value | Count | Frequency (%) |
| 0 | 84304 | |
| 1.064320397 | 1001 | 0.7% |
| 1.069446038 | 6 | < 0.1% |
| 1.075498494 | 3 | < 0.1% |
| 1.082760975 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 82.81682726 | 1 | |
| 80.4738598 | 1 | |
| 79.59147355 | 1 | |
| 78.47748305 | 1 | |
| 75.94176522 | 1 |
voice_out_fix_tar_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 149 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.731030581 |
| Minimum | 0 |
|---|---|
| Maximum | 78.98107173 |
| Zeros | 127524 |
| Zeros (%) | 85.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 19.75525126 |
| Maximum | 78.98107173 |
| Range | 78.98107173 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.367734747 |
|---|---|
| Coefficient of variation (CV) | 2.697785517 |
| Kurtosis | 10.14067161 |
| Mean | 2.731030581 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.064637209 |
| Sum | 409654.5871 |
| Variance | 54.2835153 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127524 | |
| 8.687248223 | 5387 | 3.6% |
| 12.79226812 | 3773 | 2.5% |
| 15.65849494 | 2525 | 1.7% |
| 17.89928393 | 1920 | 1.3% |
| 19.75525126 | 1383 | 0.9% |
| 21.34785349 | 1092 | 0.7% |
| 22.74766418 | 878 | 0.6% |
| 23.99960696 | 762 | 0.5% |
| 25.13417803 | 586 | 0.4% |
| Other values (139) | 4170 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 127524 | |
| 8.687248223 | 5387 | 3.6% |
| 12.79226812 | 3773 | 2.5% |
| 15.65849494 | 2525 | 1.7% |
| 17.89928393 | 1920 | 1.3% |
| Value | Count | Frequency (%) |
| 78.98107173 | 1 | |
| 76.55354801 | 1 | |
| 76.1555028 | 1 | |
| 75.42725558 | 1 | |
| 72.95804454 | 1 |
all_roam_clc_std_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0008089806856 |
| Minimum | 0 |
|---|---|
| Maximum | 20.13965131 |
| Zeros | 149991 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20.13965131 |
| Range | 20.13965131 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1106175781 |
|---|---|
| Coefficient of variation (CV) | 136.7369828 |
| Kurtosis | 24810.07782 |
| Mean | 0.0008089806856 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 151.6276013 |
| Sum | 121.3471028 |
| Variance | 0.01223624859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149991 | |
| 10.15469148 | 6 | < 0.1% |
| 20.13965131 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149991 | |
| 10.15469148 | 6 | < 0.1% |
| 20.13965131 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 20.13965131 | 3 | < 0.1% |
| 10.15469148 | 6 | < 0.1% |
| 0 | 149991 |
data_3g_tv_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 32118 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.755626295 |
| Minimum | 0 |
|---|---|
| Maximum | 82.53661688 |
| Zeros | 40297 |
| Zeros (%) | 26.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.264417933 |
| Q3 | 6.756615182 |
| 95-th percentile | 15.77938356 |
| Maximum | 82.53661688 |
| Range | 82.53661688 |
| Interquartile range (IQR) | 6.756615182 |
Descriptive statistics
| Standard deviation | 5.502558169 |
|---|---|
| Coefficient of variation (CV) | 1.157062778 |
| Kurtosis | 7.744715225 |
| Mean | 4.755626295 |
| Median Absolute Deviation (MAD) | 3.264417933 |
| Skewness | 2.123164447 |
| Sum | 713343.9442 |
| Variance | 30.2781464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40297 | 26.9% |
| 1.064320397 | 2367 | 1.6% |
| 1.207704776 | 1820 | 1.2% |
| 1.589289213 | 770 | 0.5% |
| 1.23367744 | 761 | 0.5% |
| 1.10808554 | 656 | 0.4% |
| 1.38913981 | 558 | 0.4% |
| 1.331510769 | 467 | 0.3% |
| 1.652681368 | 459 | 0.3% |
| 2.010130606 | 425 | 0.3% |
| Other values (32108) | 101420 |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 1.064320397 | 2367 | 1.6% |
| 1.069446038 | 9 | < 0.1% |
| 1.075498494 | 16 | < 0.1% |
| 1.082760975 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 82.53661688 | 1 | |
| 75.88951735 | 1 | |
| 73.68975156 | 1 | |
| 67.57167949 | 1 | |
| 67.38126029 | 1 |
voice_mts_out_drest_partmin_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 9459 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3884152678 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 92252 |
| Zeros (%) | 61.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.002053467 |
| 95-th percentile | 1.019533401 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.002053467 |
Descriptive statistics
| Standard deviation | 0.4909962681 |
|---|---|
| Coefficient of variation (CV) | 1.26410136 |
| Kurtosis | -1.774335233 |
| Mean | 0.3884152678 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4736385446 |
| Sum | 58262.29016 |
| Variance | 0.2410773353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92252 | |
| 1.004165221 | 390 | 0.3% |
| 1.006406835 | 381 | 0.3% |
| 1.003675345 | 379 | 0.3% |
| 1.00757098 | 374 | 0.2% |
| 1.00908403 | 368 | 0.2% |
| 1.005491992 | 368 | 0.2% |
| 1.011100838 | 367 | 0.2% |
| 1.003267084 | 350 | 0.2% |
| 1.013872843 | 348 | 0.2% |
| Other values (9449) | 54423 |
| Value | Count | Frequency (%) |
| 0 | 92252 | |
| 1.000000669 | 1 | < 0.1% |
| 1.000002128 | 1 | < 0.1% |
| 1.000002327 | 2 | < 0.1% |
| 1.000002792 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.345493163 | 1 | |
| 1.27789982 | 1 | |
| 1.260942818 | 1 | |
| 1.232636551 | 1 |
voice_mts_out_dwork_partmea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 120316 |
|---|---|
| Distinct (%) | 80.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9892672033 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 18920 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.016834503 |
| median | 1.107660265 |
| Q3 | 1.192787791 |
| 95-th percentile | 1.280415471 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1759532877 |
Descriptive statistics
| Standard deviation | 0.3857717761 |
|---|---|
| Coefficient of variation (CV) | 0.3899571065 |
| Kurtosis | 2.524954287 |
| Mean | 0.9892672033 |
| Median Absolute Deviation (MAD) | 0.08828353151 |
| Skewness | -2.022721161 |
| Sum | 148390.0805 |
| Variance | 0.1488198632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18920 | 12.6% |
| 1.006406835 | 2454 | 1.6% |
| 1.023762432 | 797 | 0.5% |
| 1.049793044 | 353 | 0.2% |
| 1.001666435 | 247 | 0.2% |
| 1.082760975 | 151 | 0.1% |
| 1.013872843 | 151 | 0.1% |
| 1.000750704 | 148 | 0.1% |
| 1.002923264 | 124 | 0.1% |
| 1.000425155 | 99 | 0.1% |
| Other values (120306) | 126556 |
| Value | Count | Frequency (%) |
| 0 | 18920 | |
| 1.000000027 | 1 | < 0.1% |
| 1.000000033 | 1 | < 0.1% |
| 1.00000004 | 1 | < 0.1% |
| 1.000000041 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.476604576 | 1 | |
| 1.476538566 | 1 | |
| 1.474041615 | 1 | |
| 1.473360143 | 1 |
voice_out_fix_tar_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1102016061 |
| Minimum | 0 |
|---|---|
| Maximum | 72.63935293 |
| Zeros | 149382 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 72.63935293 |
| Range | 72.63935293 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.83516111 |
|---|---|
| Coefficient of variation (CV) | 16.65276192 |
| Kurtosis | 421.0653805 |
| Mean | 0.1102016061 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.2040829 |
| Sum | 16530.24091 |
| Variance | 3.367816299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149382 | |
| 17.89928393 | 240 | 0.2% |
| 23.99960696 | 125 | 0.1% |
| 28.02437138 | 68 | < 0.1% |
| 31.0829974 | 45 | < 0.1% |
| 35.67888361 | 27 | < 0.1% |
| 33.57110757 | 22 | < 0.1% |
| 37.51341156 | 11 | < 0.1% |
| 40.60712622 | 10 | < 0.1% |
| 43.16883893 | 8 | < 0.1% |
| Other values (24) | 62 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149382 | |
| 17.89928393 | 240 | 0.2% |
| 23.99960696 | 125 | 0.1% |
| 28.02437138 | 68 | < 0.1% |
| 31.0829974 | 45 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.63935293 | 1 | |
| 71.76266719 | 1 | |
| 66.34519043 | 1 | |
| 62.34666093 | 1 | |
| 61.58506093 | 2 |
pay_p2p_in_sum_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 147 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07517433307 |
| Minimum | 0 |
|---|---|
| Maximum | 46.11264535 |
| Zeros | 148896 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 46.11264535 |
| Range | 46.11264535 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9970872161 |
|---|---|
| Coefficient of variation (CV) | 13.26366561 |
| Kurtosis | 308.841667 |
| Mean | 0.07517433307 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.90526741 |
| Sum | 11276.14996 |
| Variance | 0.9941829165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148896 | |
| 11.61519305 | 120 | 0.1% |
| 2.569415055 | 69 | < 0.1% |
| 4.210401996 | 65 | < 0.1% |
| 12.79226812 | 63 | < 0.1% |
| 13.33095137 | 60 | < 0.1% |
| 7.773993599 | 58 | < 0.1% |
| 14.32730559 | 58 | < 0.1% |
| 13.0653276 | 38 | < 0.1% |
| 1.657607816 | 38 | < 0.1% |
| Other values (137) | 535 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 148896 | |
| 1.049793044 | 3 | < 0.1% |
| 1.139342594 | 1 | < 0.1% |
| 1.164401954 | 5 | < 0.1% |
| 1.31316983 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 46.11264535 | 1 | |
| 42.72025282 | 1 | |
| 38.35003304 | 1 | |
| 37.6562358 | 1 | |
| 36.16002741 | 1 |
non_accum_internet_vol_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 115271 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.1053206 |
| Minimum | 0 |
|---|---|
| Maximum | 334.9438963 |
| Zeros | 31393 |
| Zeros (%) | 20.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.610849335 |
| median | 152.8654308 |
| Q3 | 193.7043455 |
| 95-th percentile | 235.012255 |
| Maximum | 334.9438963 |
| Range | 334.9438963 |
| Interquartile range (IQR) | 186.0934961 |
Descriptive statistics
| Standard deviation | 87.40820783 |
|---|---|
| Coefficient of variation (CV) | 0.7158427445 |
| Kurtosis | -1.41964717 |
| Mean | 122.1053206 |
| Median Absolute Deviation (MAD) | 57.85673998 |
| Skewness | -0.3302882874 |
| Sum | 18315798.09 |
| Variance | 7640.194796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31393 | 20.9% |
| 1.164401954 | 942 | 0.6% |
| 1.480453014 | 223 | 0.1% |
| 1.839588705 | 164 | 0.1% |
| 2.921812056 | 102 | 0.1% |
| 1.207704776 | 97 | 0.1% |
| 2.206948961 | 96 | 0.1% |
| 2.569415055 | 80 | 0.1% |
| 3.262248815 | 61 | < 0.1% |
| 1.45108808 | 58 | < 0.1% |
| Other values (115261) | 116784 |
| Value | Count | Frequency (%) |
| 0 | 31393 | |
| 1 | 5 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 334.9438963 | 1 | |
| 333.645453 | 1 | |
| 328.9380069 | 1 | |
| 325.9339766 | 1 | |
| 325.2299425 | 1 |
voice_out_tar_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1444 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.64235858 |
| Minimum | 0 |
|---|---|
| Maximum | 160.2720368 |
| Zeros | 11675 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 61.19173819 |
| median | 79.59124657 |
| Q3 | 92.44092859 |
| 95-th percentile | 108.0455214 |
| Maximum | 160.2720368 |
| Range | 160.2720368 |
| Interquartile range (IQR) | 31.2491904 |
Descriptive statistics
| Standard deviation | 29.34788327 |
|---|---|
| Coefficient of variation (CV) | 0.404005099 |
| Kurtosis | 0.7051168406 |
| Mean | 72.64235858 |
| Median Absolute Deviation (MAD) | 14.80698544 |
| Skewness | -1.096121211 |
| Sum | 10896353.79 |
| Variance | 861.2982526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11675 | 7.8% |
| 17.89928393 | 2027 | 1.4% |
| 23.99960696 | 1280 | 0.9% |
| 28.02437138 | 1038 | 0.7% |
| 31.0829974 | 908 | 0.6% |
| 33.57110757 | 878 | 0.6% |
| 35.67888361 | 740 | 0.5% |
| 37.51341156 | 704 | 0.5% |
| 41.94201714 | 699 | 0.5% |
| 39.14133654 | 667 | 0.4% |
| Other values (1434) | 129384 |
| Value | Count | Frequency (%) |
| 0 | 11675 | |
| 17.89928393 | 2027 | 1.4% |
| 23.99960696 | 1280 | 0.9% |
| 28.02437138 | 1038 | 0.7% |
| 31.0829974 | 908 | 0.6% |
| Value | Count | Frequency (%) |
| 160.2720368 | 1 | |
| 157.125217 | 1 | |
| 157.0971239 | 1 | |
| 153.3143249 | 1 | |
| 151.5227274 | 1 |
pay_p2p_in_sum_min_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
sms_out_cnt_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05273396564 |
| Minimum | 0 |
|---|---|
| Maximum | 65.21366894 |
| Zeros | 147913 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 65.21366894 |
| Range | 65.21366894 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6688711431 |
|---|---|
| Coefficient of variation (CV) | 12.68387717 |
| Kurtosis | 1169.396221 |
| Mean | 0.05273396564 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.08541584 |
| Sum | 7910.094847 |
| Variance | 0.4473886061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147913 | |
| 1.480453014 | 878 | 0.6% |
| 2.206948961 | 363 | 0.2% |
| 2.921812056 | 190 | 0.1% |
| 3.590290394 | 101 | 0.1% |
| 4.210401996 | 73 | < 0.1% |
| 4.786566308 | 65 | < 0.1% |
| 5.827795843 | 45 | < 0.1% |
| 5.324077125 | 41 | < 0.1% |
| 6.749901739 | 32 | < 0.1% |
| Other values (75) | 299 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 147913 | |
| 1.480453014 | 878 | 0.6% |
| 2.206948961 | 363 | 0.2% |
| 2.921812056 | 190 | 0.1% |
| 3.590290394 | 101 | 0.1% |
| Value | Count | Frequency (%) |
| 65.21366894 | 1 | |
| 33.57110757 | 1 | |
| 31.66207078 | 1 | |
| 31.2638419 | 1 | |
| 27.67501416 | 1 |
voice_in_life_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 37280 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5148254671 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 74955 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000003138 |
| Q3 | 1.00375739 |
| 95-th percentile | 1.087299101 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.00375739 |
Descriptive statistics
| Standard deviation | 0.5163531706 |
|---|---|
| Coefficient of variation (CV) | 1.00296742 |
| Kurtosis | -1.958210776 |
| Mean | 0.5148254671 |
| Median Absolute Deviation (MAD) | 0.4804498758 |
| Skewness | 0.02300495695 |
| Sum | 77223.82006 |
| Variance | 0.2666205968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74955 | |
| 1.049793044 | 1392 | 0.9% |
| 1.013872843 | 914 | 0.6% |
| 1.006406835 | 866 | 0.6% |
| 1.003675345 | 742 | 0.5% |
| 1.00238048 | 708 | 0.5% |
| 1.001666435 | 708 | 0.5% |
| 1.001231401 | 668 | 0.4% |
| 1.000946895 | 625 | 0.4% |
| 1.000750704 | 609 | 0.4% |
| Other values (37270) | 67813 |
| Value | Count | Frequency (%) |
| 0 | 74955 | |
| 1.000000975 | 1 | < 0.1% |
| 1.000001049 | 1 | < 0.1% |
| 1.000001389 | 1 | < 0.1% |
| 1.0000015 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 56 | |
| 1.474041615 | 1 | < 0.1% |
| 1.473241131 | 1 | < 0.1% |
| 1.472586347 | 1 | < 0.1% |
| 1.472212248 | 3 | < 0.1% |
clc_no_vas_roam_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 15675 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.334231022 |
| Minimum | 0 |
|---|---|
| Maximum | 44.45549424 |
| Zeros | 74032 |
| Zeros (%) | 49.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.00000551 |
| Q3 | 11.49152712 |
| 95-th percentile | 16.60934787 |
| Maximum | 44.45549424 |
| Range | 44.45549424 |
| Interquartile range (IQR) | 11.49152712 |
Descriptive statistics
| Standard deviation | 6.476966977 |
|---|---|
| Coefficient of variation (CV) | 1.214226934 |
| Kurtosis | -0.4118648275 |
| Mean | 5.334231022 |
| Median Absolute Deviation (MAD) | 1.00000551 |
| Skewness | 0.8034391264 |
| Sum | 800134.6533 |
| Variance | 41.95110122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74032 | |
| 11.23918336 | 4990 | 3.3% |
| 16.60934787 | 3926 | 2.6% |
| 11.49152712 | 2740 | 1.8% |
| 11.73720396 | 2547 | 1.7% |
| 13.89999198 | 2495 | 1.7% |
| 10.15469148 | 2398 | 1.6% |
| 12.21027852 | 2107 | 1.4% |
| 10.15463275 | 1878 | 1.3% |
| 12.87871718 | 1375 | 0.9% |
| Other values (15665) | 51512 |
| Value | Count | Frequency (%) |
| 0 | 74032 | |
| 1.000000001 | 531 | 0.4% |
| 1.000000002 | 164 | 0.1% |
| 1.000000006 | 55 | < 0.1% |
| 1.00000001 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.45549424 | 1 | < 0.1% |
| 39.88752083 | 1 | < 0.1% |
| 39.07572778 | 2 | |
| 38.13590692 | 3 | |
| 37.83625198 | 1 | < 0.1% |
goodok_clc_min_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
sms_roam_clc_td_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0005254953365 |
| Minimum | -9.623957562 |
|---|---|
| Maximum | 1.013540835 |
| Zeros | 149939 |
| Zeros (%) | > 99.9% |
| Negative | 60 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -9.623957562 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.013540835 |
| Range | 10.6374984 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.03455969438 |
|---|---|
| Coefficient of variation (CV) | -65.76593926 |
| Kurtosis | 40742.63217 |
| Mean | -0.0005254953365 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -161.1247926 |
| Sum | -78.82430047 |
| Variance | 0.001194372476 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149939 | |
| -1.139336664 | 31 | < 0.1% |
| -1.09920593 | 7 | < 0.1% |
| -1.415341445 | 4 | < 0.1% |
| -1.064034118 | 4 | < 0.1% |
| -1.034984291 | 2 | < 0.1% |
| -1.11871396 | 2 | < 0.1% |
| -1.360386949 | 2 | < 0.1% |
| -1.675791942 | 1 | < 0.1% |
| -9.623957562 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| -9.623957562 | 1 | |
| -2.067436237 | 1 | |
| -1.735455552 | 1 | |
| -1.675791942 | 1 | |
| -1.500186803 | 1 |
| Value | Count | Frequency (%) |
| 1.013540835 | 1 | < 0.1% |
| 0 | 149939 | |
| -1.001625039 | 1 | < 0.1% |
| -1.018093216 | 1 | < 0.1% |
| -1.034984291 | 2 | < 0.1% |
voice_in_cmpttrs_avg_durmea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 23598 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.21231162 |
| Minimum | 0 |
|---|---|
| Maximum | 60.90441826 |
| Zeros | 62030 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13.01132535 |
| Q3 | 22.5031901 |
| 95-th percentile | 37.66580225 |
| Maximum | 60.90441826 |
| Range | 60.90441826 |
| Interquartile range (IQR) | 22.5031901 |
Descriptive statistics
| Standard deviation | 13.37804311 |
|---|---|
| Coefficient of variation (CV) | 1.012543716 |
| Kurtosis | -0.5181176341 |
| Mean | 13.21231162 |
| Median Absolute Deviation (MAD) | 13.01132535 |
| Skewness | 0.6269065022 |
| Sum | 1981846.744 |
| Variance | 178.9720374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62030 | |
| 11.86254065 | 363 | 0.2% |
| 9.669720902 | 355 | 0.2% |
| 9.974411855 | 353 | 0.2% |
| 11.36116158 | 347 | 0.2% |
| 8.687248223 | 342 | 0.2% |
| 13.01132535 | 338 | 0.2% |
| 10.26911687 | 337 | 0.2% |
| 12.33868121 | 336 | 0.2% |
| 10.55454345 | 334 | 0.2% |
| Other values (23588) | 84865 |
| Value | Count | Frequency (%) |
| 0 | 62030 | |
| 1.480453014 | 121 | 0.1% |
| 1.839588705 | 1 | < 0.1% |
| 2.206948961 | 94 | 0.1% |
| 2.352919806 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60.90441826 | 1 | |
| 58.10750195 | 1 | |
| 57.38188477 | 1 | |
| 57.18314903 | 1 | |
| 57.13310643 | 1 |
voice_out_cmpttrs_td_cntmea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 182 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.869988573 |
| Minimum | 0 |
|---|---|
| Maximum | 39.67098745 |
| Zeros | 69911 |
| Zeros (%) | 46.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.480453014 |
| Q3 | 4.210401996 |
| 95-th percentile | 11.61519305 |
| Maximum | 39.67098745 |
| Range | 39.67098745 |
| Interquartile range (IQR) | 4.210401996 |
Descriptive statistics
| Standard deviation | 4.015656552 |
|---|---|
| Coefficient of variation (CV) | 1.399189039 |
| Kurtosis | 3.608163534 |
| Mean | 2.869988573 |
| Median Absolute Deviation (MAD) | 1.480453014 |
| Skewness | 1.812887479 |
| Sum | 430498.2859 |
| Variance | 16.12549754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69911 | |
| 1.480453014 | 15266 | 10.2% |
| 2.206948961 | 10067 | 6.7% |
| 2.921812056 | 7484 | 5.0% |
| 3.590290394 | 5740 | 3.8% |
| 4.210401996 | 4818 | 3.2% |
| 4.786566308 | 3930 | 2.6% |
| 5.324077125 | 3297 | 2.2% |
| 5.827795843 | 2820 | 1.9% |
| 6.30189811 | 2411 | 1.6% |
| Other values (172) | 24256 | 16.2% |
| Value | Count | Frequency (%) |
| 0 | 69911 | |
| 1.480453014 | 15266 | 10.2% |
| 2.206948961 | 10067 | 6.7% |
| 2.921812056 | 7484 | 5.0% |
| 3.590290394 | 5740 | 3.8% |
| Value | Count | Frequency (%) |
| 39.67098745 | 1 | |
| 36.41014679 | 1 | |
| 36.37912023 | 1 | |
| 35.67888361 | 1 | |
| 35.64622067 | 1 |
voice_mts_out_dwork_parttd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 122221 |
|---|---|
| Distinct (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.03114330744 |
| Minimum | -1.013706343 |
|---|---|
| Maximum | 1.013974694 |
| Zeros | 18991 |
| Zeros (%) | 12.7% |
| Negative | 67841 |
| Negative (%) | 45.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.013706343 |
|---|---|
| 5-th percentile | -1.001718097 |
| Q1 | -1.000169089 |
| median | 0 |
| Q3 | 1.000119152 |
| 95-th percentile | 1.001902297 |
| Maximum | 1.013974694 |
| Range | 2.027681037 |
| Interquartile range (IQR) | 2.000288241 |
Descriptive statistics
| Standard deviation | 0.9347108165 |
|---|---|
| Coefficient of variation (CV) | -30.01321611 |
| Kurtosis | -1.850925983 |
| Mean | -0.03114330744 |
| Median Absolute Deviation (MAD) | 1.000144002 |
| Skewness | 0.06188290297 |
| Sum | -4671.496116 |
| Variance | 0.8736843104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18991 | 12.7% |
| -1.001424332 | 486 | 0.3% |
| -1.00095998 | 270 | 0.2% |
| 1.00095998 | 249 | 0.2% |
| 1.001424332 | 243 | 0.2% |
| 1.000012183 | 234 | 0.2% |
| 1.000108887 | 214 | 0.1% |
| -1.000012183 | 213 | 0.1% |
| -1.000584711 | 207 | 0.1% |
| -1.000300379 | 207 | 0.1% |
| Other values (122211) | 128686 |
| Value | Count | Frequency (%) |
| -1.013706343 | 1 | |
| -1.012702222 | 1 | |
| -1.012428958 | 1 | |
| -1.012425436 | 1 | |
| -1.012417966 | 1 |
| Value | Count | Frequency (%) |
| 1.013974694 | 1 | < 0.1% |
| 1.013964494 | 1 | < 0.1% |
| 1.013328544 | 4 | |
| 1.012900054 | 1 | < 0.1% |
| 1.012859569 | 1 | < 0.1% |
voice_out_fix_tar_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 124 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.982487136 |
| Minimum | 0 |
|---|---|
| Maximum | 89.03497981 |
| Zeros | 110504 |
| Zeros (%) | 73.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 17.89928393 |
| 95-th percentile | 39.14133654 |
| Maximum | 89.03497981 |
| Range | 89.03497981 |
| Interquartile range (IQR) | 17.89928393 |
Descriptive statistics
| Standard deviation | 14.46548553 |
|---|---|
| Coefficient of variation (CV) | 1.812152689 |
| Kurtosis | 1.613149177 |
| Mean | 7.982487136 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.63037953 |
| Sum | 1197373.07 |
| Variance | 209.2502715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 110504 | |
| 17.89928393 | 9568 | 6.4% |
| 23.99960696 | 6777 | 4.5% |
| 28.02437138 | 4739 | 3.2% |
| 31.0829974 | 3485 | 2.3% |
| 33.57110757 | 2680 | 1.8% |
| 35.67888361 | 2058 | 1.4% |
| 37.51341156 | 1631 | 1.1% |
| 39.14133654 | 1337 | 0.9% |
| 40.60712622 | 1041 | 0.7% |
| Other values (114) | 6180 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 110504 | |
| 17.89928393 | 9568 | 6.4% |
| 23.99960696 | 6777 | 4.5% |
| 28.02437138 | 4739 | 3.2% |
| 31.0829974 | 3485 | 2.3% |
| Value | Count | Frequency (%) |
| 89.03497981 | 1 | |
| 88.65244836 | 1 | |
| 87.86577085 | 2 | |
| 87.25568734 | 1 | |
| 86.6271816 | 1 |
voice_in_kievstar_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 96234 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1284527477 |
| Minimum | -1.013328544 |
|---|---|
| Maximum | 1.014056411 |
| Zeros | 27996 |
| Zeros (%) | 18.7% |
| Negative | 51379 |
| Negative (%) | 34.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.013328544 |
|---|---|
| 5-th percentile | -1.00045591 |
| Q1 | -1.000004556 |
| median | 0 |
| Q3 | 1.000044613 |
| 95-th percentile | 1.001297747 |
| Maximum | 1.014056411 |
| Range | 2.027384954 |
| Interquartile range (IQR) | 2.000049169 |
Descriptive statistics
| Standard deviation | 0.8930483612 |
|---|---|
| Coefficient of variation (CV) | 6.952349225 |
| Kurtosis | -1.697728213 |
| Mean | 0.1284527477 |
| Median Absolute Deviation (MAD) | 1.000017587 |
| Skewness | -0.2537227061 |
| Sum | 19267.91216 |
| Variance | 0.7975353755 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27996 | 18.7% |
| 1.000012183 | 432 | 0.3% |
| -1.000012183 | 431 | 0.3% |
| 1.000108887 | 344 | 0.2% |
| 1.001424332 | 326 | 0.2% |
| 1.00095998 | 292 | 0.2% |
| -1.000108887 | 253 | 0.2% |
| 1.000003051 | 247 | 0.2% |
| 1.000584711 | 238 | 0.2% |
| 1.000300379 | 237 | 0.2% |
| Other values (96224) | 119204 |
| Value | Count | Frequency (%) |
| -1.013328544 | 3 | |
| -1.012882335 | 1 | < 0.1% |
| -1.012617846 | 1 | < 0.1% |
| -1.01166898 | 1 | < 0.1% |
| -1.011536129 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.014056411 | 9 | |
| 1.013899002 | 1 | < 0.1% |
| 1.013881561 | 1 | < 0.1% |
| 1.013787543 | 1 | < 0.1% |
| 1.013763214 | 1 | < 0.1% |
voice_mts_in_drest_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 90041 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6803442496 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 53123 |
| Zeros (%) | 35.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.00338717 |
| Q3 | 1.033069423 |
| 95-th percentile | 1.173968431 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.033069423 |
Descriptive statistics
| Standard deviation | 0.5087310976 |
|---|---|
| Coefficient of variation (CV) | 0.7477554163 |
| Kurtosis | -1.582199531 |
| Mean | 0.6803442496 |
| Median Absolute Deviation (MAD) | 0.0644267522 |
| Skewness | -0.5401342868 |
| Sum | 102051.6374 |
| Variance | 0.2588073296 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53123 | |
| 1.480453014 | 1274 | 0.8% |
| 1.03324115 | 35 | < 0.1% |
| 1.164401954 | 28 | < 0.1% |
| 1.013872843 | 27 | < 0.1% |
| 1.049793044 | 26 | < 0.1% |
| 1.023762432 | 25 | < 0.1% |
| 1.082760975 | 24 | < 0.1% |
| 1.017830633 | 23 | < 0.1% |
| 1.00908403 | 22 | < 0.1% |
| Other values (90031) | 95393 |
| Value | Count | Frequency (%) |
| 0 | 53123 | |
| 1.000000002 | 1 | < 0.1% |
| 1.000000008 | 1 | < 0.1% |
| 1.000000009 | 1 | < 0.1% |
| 1.000000011 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1274 | |
| 1.480226577 | 1 | < 0.1% |
| 1.479699684 | 1 | < 0.1% |
| 1.47928435 | 1 | < 0.1% |
| 1.478691699 | 1 | < 0.1% |
data_3g_dou_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.741473549 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 74126 |
| Zeros (%) | 49.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.480453014 |
| Q3 | 3.590290394 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 3.590290394 |
Descriptive statistics
| Standard deviation | 1.984304998 |
|---|---|
| Coefficient of variation (CV) | 1.139440217 |
| Kurtosis | -1.152867963 |
| Mean | 1.741473549 |
| Median Absolute Deviation (MAD) | 1.480453014 |
| Skewness | 0.6204691885 |
| Sum | 261221.0323 |
| Variance | 3.937466325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74126 | |
| 5.324077125 | 15313 | 10.2% |
| 1.480453014 | 13297 | 8.9% |
| 2.206948961 | 12545 | 8.4% |
| 2.921812056 | 9899 | 6.6% |
| 3.590290394 | 8958 | 6.0% |
| 4.210401996 | 8136 | 5.4% |
| 4.786566308 | 7726 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 74126 | |
| 1.480453014 | 13297 | 8.9% |
| 2.206948961 | 12545 | 8.4% |
| 2.921812056 | 9899 | 6.6% |
| 3.590290394 | 8958 | 6.0% |
| Value | Count | Frequency (%) |
| 5.324077125 | 15313 | |
| 4.786566308 | 7726 | |
| 4.210401996 | 8136 | |
| 3.590290394 | 8958 | |
| 2.921812056 | 9899 |
all_cnt_mea_mnt3
Real number (ℝ)
| Distinct | 10084 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.06945394 |
| Minimum | 0 |
|---|---|
| Maximum | 109.7130067 |
| Zeros | 308 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.212325677 |
| Q1 | 15.75514643 |
| median | 21.15625909 |
| Q3 | 26.20628002 |
| 95-th percentile | 33.7344646 |
| Maximum | 109.7130067 |
| Range | 109.7130067 |
| Interquartile range (IQR) | 10.45113359 |
Descriptive statistics
| Standard deviation | 7.912344652 |
|---|---|
| Coefficient of variation (CV) | 0.3755362942 |
| Kurtosis | 1.868360703 |
| Mean | 21.06945394 |
| Median Absolute Deviation (MAD) | 5.220082496 |
| Skewness | 0.3101382951 |
| Sum | 3160418.091 |
| Variance | 62.60519789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 308 | 0.2% |
| 15.98619727 | 108 | 0.1% |
| 13.57254595 | 107 | 0.1% |
| 12.1035869 | 104 | 0.1% |
| 12.90241407 | 103 | 0.1% |
| 12.28044765 | 102 | 0.1% |
| 12.9570221 | 101 | 0.1% |
| 15.32009119 | 100 | 0.1% |
| 15.89167867 | 99 | 0.1% |
| 16.14626523 | 99 | 0.1% |
| Other values (10074) | 148769 |
| Value | Count | Frequency (%) |
| 0 | 308 | |
| 1.006406835 | 57 | < 0.1% |
| 1.017830633 | 1 | < 0.1% |
| 1.023762432 | 36 | < 0.1% |
| 1.049793044 | 37 | < 0.1% |
| Value | Count | Frequency (%) |
| 109.7130067 | 1 | |
| 106.0018656 | 1 | |
| 99.81845508 | 1 | |
| 98.26609251 | 1 | |
| 97.06571251 | 1 |
voice_out_short_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 81700 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7865909246 |
| Minimum | 0 |
|---|---|
| Maximum | 1.17253086 |
| Zeros | 32582 |
| Zeros (%) | 21.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000127034 |
| median | 1.000671056 |
| Q3 | 1.002208149 |
| 95-th percentile | 1.018175529 |
| Maximum | 1.17253086 |
| Range | 1.17253086 |
| Interquartile range (IQR) | 0.002081115495 |
Descriptive statistics
| Standard deviation | 0.4145098168 |
|---|---|
| Coefficient of variation (CV) | 0.5269699964 |
| Kurtosis | -0.1215050481 |
| Mean | 0.7865909246 |
| Median Absolute Deviation (MAD) | 0.001181069069 |
| Skewness | -1.368756321 |
| Sum | 117988.6387 |
| Variance | 0.1718183882 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32582 | 21.7% |
| 1.064320397 | 1341 | 0.9% |
| 1.01817803 | 1214 | 0.8% |
| 1.008440556 | 1141 | 0.8% |
| 1.00485579 | 1124 | 0.7% |
| 1.003150561 | 1022 | 0.7% |
| 1.002208149 | 939 | 0.6% |
| 1.001633101 | 823 | 0.5% |
| 1.001256603 | 798 | 0.5% |
| 1.00099675 | 721 | 0.5% |
| Other values (81690) | 108295 |
| Value | Count | Frequency (%) |
| 0 | 32582 | |
| 1.000004772 | 1 | < 0.1% |
| 1.000004997 | 1 | < 0.1% |
| 1.000005321 | 1 | < 0.1% |
| 1.00000587 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.17253086 | 3 | |
| 1.167012155 | 1 | < 0.1% |
| 1.165311307 | 2 | |
| 1.16394669 | 1 | < 0.1% |
| 1.163377058 | 2 |
voice_out_tar_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1034 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.90274054 |
| Minimum | 0 |
|---|---|
| Maximum | 145.1538224 |
| Zeros | 32341 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 28.02437138 |
| median | 61.58506093 |
| Q3 | 78.82556431 |
| 95-th percentile | 97.45688472 |
| Maximum | 145.1538224 |
| Range | 145.1538224 |
| Interquartile range (IQR) | 50.80119293 |
Descriptive statistics
| Standard deviation | 33.46850584 |
|---|---|
| Coefficient of variation (CV) | 0.632642194 |
| Kurtosis | -1.038226952 |
| Mean | 52.90274054 |
| Median Absolute Deviation (MAD) | 21.32266976 |
| Skewness | -0.4368416276 |
| Sum | 7935411.081 |
| Variance | 1120.140883 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32341 | 21.6% |
| 17.89928393 | 2720 | 1.8% |
| 23.99960696 | 2145 | 1.4% |
| 28.02437138 | 1747 | 1.2% |
| 31.0829974 | 1617 | 1.1% |
| 33.57110757 | 1493 | 1.0% |
| 35.67888361 | 1423 | 0.9% |
| 37.51341156 | 1334 | 0.9% |
| 39.14133654 | 1281 | 0.9% |
| 40.60712622 | 1198 | 0.8% |
| Other values (1024) | 102701 |
| Value | Count | Frequency (%) |
| 0 | 32341 | |
| 17.89928393 | 2720 | 1.8% |
| 23.99960696 | 2145 | 1.4% |
| 28.02437138 | 1747 | 1.2% |
| 31.0829974 | 1617 | 1.1% |
| Value | Count | Frequency (%) |
| 145.1538224 | 1 | |
| 143.2192531 | 1 | |
| 142.5184272 | 1 | |
| 139.4320083 | 1 | |
| 138.9225958 | 1 |
voice_mts_out_nrest_parttd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 90175 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1279321598 |
| Minimum | -1.006083455 |
|---|---|
| Maximum | 1.007756989 |
| Zeros | 45294 |
| Zeros (%) | 30.2% |
| Negative | 42759 |
| Negative (%) | 28.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.006083455 |
|---|---|
| 5-th percentile | -1.000070137 |
| Q1 | -1.000000194 |
| median | 0 |
| Q3 | 1.000005652 |
| 95-th percentile | 1.000143103 |
| Maximum | 1.007756989 |
| Range | 2.013840444 |
| Interquartile range (IQR) | 2.000005847 |
Descriptive statistics
| Standard deviation | 0.8256946702 |
|---|---|
| Coefficient of variation (CV) | 6.454160325 |
| Kurtosis | -1.492927187 |
| Mean | 0.1279321598 |
| Median Absolute Deviation (MAD) | 1.000001946 |
| Skewness | -0.2412353195 |
| Sum | 19189.82397 |
| Variance | 0.6817716884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45294 | |
| 1.000012183 | 226 | 0.2% |
| -1.000012183 | 169 | 0.1% |
| 1.000108887 | 137 | 0.1% |
| 1.000003051 | 125 | 0.1% |
| -1.000003051 | 123 | 0.1% |
| 1.00095998 | 104 | 0.1% |
| 1.000001357 | 102 | 0.1% |
| 1.000584711 | 94 | 0.1% |
| -1.000108887 | 94 | 0.1% |
| Other values (90165) | 103532 |
| Value | Count | Frequency (%) |
| -1.006083455 | 1 | |
| -1.004721592 | 1 | |
| -1.004591535 | 1 | |
| -1.004580909 | 1 | |
| -1.004568853 | 1 |
| Value | Count | Frequency (%) |
| 1.007756989 | 1 | |
| 1.006533548 | 1 | |
| 1.005335932 | 1 | |
| 1.005020564 | 1 | |
| 1.004850723 | 1 |
voice_mts_in_dwork_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 127975 |
|---|---|
| Distinct (%) | 85.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.020606668 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 16814 |
| Zeros (%) | 11.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.040647413 |
| median | 1.125336108 |
| Q3 | 1.206358473 |
| 95-th percentile | 1.316430483 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1657110602 |
Descriptive statistics
| Standard deviation | 0.3745280656 |
|---|---|
| Coefficient of variation (CV) | 0.3669661167 |
| Kurtosis | 3.26104366 |
| Mean | 1.020606668 |
| Median Absolute Deviation (MAD) | 0.08275943872 |
| Skewness | -2.159775751 |
| Sum | 153091.0002 |
| Variance | 0.1402712719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16814 | 11.2% |
| 1.049793044 | 3160 | 2.1% |
| 1.164401954 | 1060 | 0.7% |
| 1.31316983 | 351 | 0.2% |
| 1.480453014 | 119 | 0.1% |
| 1.013872843 | 17 | < 0.1% |
| 1.006406835 | 9 | < 0.1% |
| 1.101412779 | 9 | < 0.1% |
| 1.082760975 | 9 | < 0.1% |
| 1.003675345 | 7 | < 0.1% |
| Other values (127965) | 128445 |
| Value | Count | Frequency (%) |
| 0 | 16814 | |
| 1 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| 1.000000025 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 119 | |
| 1.480294136 | 1 | < 0.1% |
| 1.480264639 | 1 | < 0.1% |
| 1.480014344 | 1 | < 0.1% |
| 1.479937629 | 1 | < 0.1% |
voice_in_kievstar_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3489 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9383940065 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 27831 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.002923264 |
| median | 1.040268728 |
| Q3 | 1.174502698 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1715794335 |
Descriptive statistics
| Standard deviation | 0.473042852 |
|---|---|
| Coefficient of variation (CV) | 0.5040983304 |
| Kurtosis | 0.1351426797 |
| Mean | 0.9383940065 |
| Median Absolute Deviation (MAD) | 0.09269587227 |
| Skewness | -1.195588143 |
| Sum | 140759.101 |
| Variance | 0.2237695398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27831 | 18.6% |
| 1.480453014 | 18497 | 12.3% |
| 1.164401954 | 6148 | 4.1% |
| 1.082760975 | 4177 | 2.8% |
| 1.049793044 | 3214 | 2.1% |
| 1.03324115 | 2613 | 1.7% |
| 1.260942818 | 2566 | 1.7% |
| 1.023762432 | 2081 | 1.4% |
| 1.017830633 | 1930 | 1.3% |
| 1.113213566 | 1690 | 1.1% |
| Other values (3479) | 79253 |
| Value | Count | Frequency (%) |
| 0 | 27831 | |
| 1.000018986 | 1 | < 0.1% |
| 1.000019321 | 1 | < 0.1% |
| 1.000021335 | 1 | < 0.1% |
| 1.000029061 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 18497 | |
| 1.474100374 | 1 | < 0.1% |
| 1.473529281 | 1 | < 0.1% |
| 1.469968631 | 1 | < 0.1% |
| 1.468922184 | 1 | < 0.1% |
clc_no_vas_roam_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 13837 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.50182147 |
| Minimum | 0 |
|---|---|
| Maximum | 61.53923464 |
| Zeros | 37927 |
| Zeros (%) | 25.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 20.72886819 |
| Q3 | 23.81145747 |
| 95-th percentile | 29.33036835 |
| Maximum | 61.53923464 |
| Range | 61.53923464 |
| Interquartile range (IQR) | 23.81145747 |
Descriptive statistics
| Standard deviation | 11.32943731 |
|---|---|
| Coefficient of variation (CV) | 0.7308455551 |
| Kurtosis | -1.071366596 |
| Mean | 15.50182147 |
| Median Absolute Deviation (MAD) | 5.892204965 |
| Skewness | -0.2063443265 |
| Sum | 2325273.22 |
| Variance | 128.3561499 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37927 | |
| 21.74906374 | 10068 | 6.7% |
| 22.11876484 | 6485 | 4.3% |
| 29.33036315 | 6434 | 4.3% |
| 20.13969538 | 4432 | 3.0% |
| 22.47711246 | 4187 | 2.8% |
| 23.16295481 | 3797 | 2.5% |
| 25.57253549 | 3571 | 2.4% |
| 20.13960725 | 2467 | 1.6% |
| 15.3436809 | 2404 | 1.6% |
| Other values (13827) | 68228 |
| Value | Count | Frequency (%) |
| 0 | 37927 | |
| 1.00000001 | 487 | 0.3% |
| 1.00000004 | 94 | 0.1% |
| 1.00000009 | 13 | < 0.1% |
| 1.00000016 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.53923464 | 1 | < 0.1% |
| 61.53413636 | 1 | < 0.1% |
| 58.51109053 | 1 | < 0.1% |
| 58.08223852 | 2 | |
| 56.92832563 | 3 |
data_3g_tar_vol_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 27653 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.25759177 |
| Minimum | 0 |
|---|---|
| Maximum | 330.1953673 |
| Zeros | 119881 |
| Zeros (%) | 79.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 150.6340739 |
| Maximum | 330.1953673 |
| Range | 330.1953673 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 49.63997428 |
|---|---|
| Coefficient of variation (CV) | 2.45043808 |
| Kurtosis | 5.641375496 |
| Mean | 20.25759177 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.553213908 |
| Sum | 3038638.765 |
| Variance | 2464.127047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 119881 | |
| 22.29933738 | 227 | 0.2% |
| 1.480453014 | 135 | 0.1% |
| 2.206948961 | 83 | 0.1% |
| 2.921812056 | 65 | < 0.1% |
| 3.590290394 | 65 | < 0.1% |
| 29.12504295 | 64 | < 0.1% |
| 33.57110757 | 41 | < 0.1% |
| 5.827795843 | 39 | < 0.1% |
| 4.210401996 | 37 | < 0.1% |
| Other values (27643) | 29363 | 19.6% |
| Value | Count | Frequency (%) |
| 0 | 119881 | |
| 1.000727736 | 1 | < 0.1% |
| 1.001468335 | 2 | < 0.1% |
| 1.001769987 | 1 | < 0.1% |
| 1.002453611 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 330.1953673 | 1 | |
| 321.6921976 | 1 | |
| 302.7103601 | 1 | |
| 297.3428742 | 1 | |
| 291.0408967 | 1 |
data_3g_dou_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.426387878 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 52766 |
| Zeros (%) | 35.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.206948961 |
| Q3 | 4.786566308 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 4.786566308 |
Descriptive statistics
| Standard deviation | 2.096674891 |
|---|---|
| Coefficient of variation (CV) | 0.8641136523 |
| Kurtosis | -1.56358469 |
| Mean | 2.426387878 |
| Median Absolute Deviation (MAD) | 2.206948961 |
| Skewness | 0.07541012312 |
| Sum | 363958.1817 |
| Variance | 4.3960456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52766 | |
| 5.324077125 | 25863 | |
| 2.206948961 | 13384 | 8.9% |
| 1.480453014 | 11872 | 7.9% |
| 4.786566308 | 11726 | 7.8% |
| 3.590290394 | 11633 | 7.8% |
| 4.210401996 | 11459 | 7.6% |
| 2.921812056 | 11297 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 52766 | |
| 1.480453014 | 11872 | 7.9% |
| 2.206948961 | 13384 | 8.9% |
| 2.921812056 | 11297 | 7.5% |
| 3.590290394 | 11633 | 7.8% |
| Value | Count | Frequency (%) |
| 5.324077125 | 25863 | |
| 4.786566308 | 11726 | |
| 4.210401996 | 11459 | |
| 3.590290394 | 11633 | |
| 2.921812056 | 11297 |
gprs_clc_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07220641676 |
| Minimum | 0 |
|---|---|
| Maximum | 28.09029507 |
| Zeros | 148328 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 28.09029507 |
| Range | 28.09029507 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7585522192 |
|---|---|
| Coefficient of variation (CV) | 10.50532976 |
| Kurtosis | 223.2677408 |
| Mean | 0.07220641676 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.36119866 |
| Sum | 10830.96251 |
| Variance | 0.5754014692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148328 | |
| 4.497536115 | 930 | 0.6% |
| 7.165976416 | 253 | 0.2% |
| 9.181785673 | 128 | 0.1% |
| 10.81975628 | 56 | < 0.1% |
| 5.750474527 | 34 | < 0.1% |
| 13.42201696 | 29 | < 0.1% |
| 3.539668309 | 26 | < 0.1% |
| 12.20938997 | 26 | < 0.1% |
| 4.497939569 | 18 | < 0.1% |
| Other values (76) | 172 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 148328 | |
| 1.333779266 | 3 | < 0.1% |
| 1.888828202 | 1 | < 0.1% |
| 3.015424864 | 1 | < 0.1% |
| 3.537595712 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28.09029507 | 1 | |
| 27.44702538 | 1 | |
| 24.06026241 | 1 | |
| 23.16168011 | 1 | |
| 20.97160151 | 1 |
gprs_tar_vol_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 11966 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.05966307 |
| Minimum | 0 |
|---|---|
| Maximum | 283.9321527 |
| Zeros | 116914 |
| Zeros (%) | 77.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 63.13683642 |
| Maximum | 283.9321527 |
| Range | 283.9321527 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27.26444603 |
|---|---|
| Coefficient of variation (CV) | 2.710274273 |
| Kurtosis | 16.81364217 |
| Mean | 10.05966307 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.780873845 |
| Sum | 1508949.461 |
| Variance | 743.3500172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116914 | |
| 1.480453014 | 779 | 0.5% |
| 2.206948961 | 619 | 0.4% |
| 2.921812056 | 429 | 0.3% |
| 22.29933738 | 423 | 0.3% |
| 3.590290394 | 359 | 0.2% |
| 4.210401996 | 336 | 0.2% |
| 4.786566308 | 314 | 0.2% |
| 5.324077125 | 261 | 0.2% |
| 5.827795843 | 219 | 0.1% |
| Other values (11956) | 29347 | 19.6% |
| Value | Count | Frequency (%) |
| 0 | 116914 | |
| 1.001468335 | 3 | < 0.1% |
| 1.001769987 | 1 | < 0.1% |
| 1.002453611 | 6 | < 0.1% |
| 1.002834978 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 283.9321527 | 1 | |
| 265.0688776 | 1 | |
| 260.9969456 | 1 | |
| 259.6823268 | 1 | |
| 258.3747493 | 1 |
clc_no_vas_roam_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 36437 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.226361551 |
| Minimum | 0 |
|---|---|
| Maximum | 38.86408023 |
| Zeros | 37927 |
| Zeros (%) | 25.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6.066734755 |
| Q3 | 10.15463275 |
| 95-th percentile | 15.2874366 |
| Maximum | 38.86408023 |
| Range | 38.86408023 |
| Interquartile range (IQR) | 10.15463275 |
Descriptive statistics
| Standard deviation | 5.308105112 |
|---|---|
| Coefficient of variation (CV) | 0.8525211824 |
| Kurtosis | -0.5836038205 |
| Mean | 6.226361551 |
| Median Absolute Deviation (MAD) | 4.918412459 |
| Skewness | 0.4434545054 |
| Sum | 933954.2326 |
| Variance | 28.17597988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37927 | 25.3% |
| 5.750836037 | 3601 | 2.4% |
| 5.910345837 | 2843 | 1.9% |
| 8.921894497 | 1743 | 1.2% |
| 5.079127105 | 1464 | 1.0% |
| 9.352150454 | 1406 | 0.9% |
| 6.370802341 | 1242 | 0.8% |
| 3.325380361 | 1077 | 0.7% |
| 11.23918336 | 1070 | 0.7% |
| 13.63784482 | 1024 | 0.7% |
| Other values (36427) | 96603 |
| Value | Count | Frequency (%) |
| 0 | 37927 | |
| 1 | 322 | 0.2% |
| 1 | 130 | 0.1% |
| 1.000000001 | 60 | < 0.1% |
| 1.000000001 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 38.86408023 | 1 | |
| 38.28917234 | 1 | |
| 34.85817654 | 1 | |
| 33.05248557 | 1 | |
| 31.74473875 | 1 |
data_3g_dou_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.945269702 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 40175 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.590290394 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 5.324077125 |
Descriptive statistics
| Standard deviation | 2.107333541 |
|---|---|
| Coefficient of variation (CV) | 0.7154976467 |
| Kurtosis | -1.481733434 |
| Mean | 2.945269702 |
| Median Absolute Deviation (MAD) | 1.733786731 |
| Skewness | -0.3059864318 |
| Sum | 441790.4553 |
| Variance | 4.440854652 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40175 | |
| 5.324077125 | 37972 | |
| 4.786566308 | 14700 | 9.8% |
| 4.210401996 | 12850 | 8.6% |
| 3.590290394 | 12175 | 8.1% |
| 2.206948961 | 11776 | 7.9% |
| 2.921812056 | 10634 | 7.1% |
| 1.480453014 | 9718 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 40175 | |
| 1.480453014 | 9718 | 6.5% |
| 2.206948961 | 11776 | 7.9% |
| 2.921812056 | 10634 | 7.1% |
| 3.590290394 | 12175 | 8.1% |
| Value | Count | Frequency (%) |
| 5.324077125 | 37972 | |
| 4.786566308 | 14700 | 9.8% |
| 4.210401996 | 12850 | 8.6% |
| 3.590290394 | 12175 | 8.1% |
| 2.921812056 | 10634 | 7.1% |
voice_mts_in_nrest_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 103238 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8079396188 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 36476 |
| Zeros (%) | 24.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000024481 |
| median | 1.012718886 |
| Q3 | 1.054042676 |
| 95-th percentile | 1.257720473 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.05401819509 |
Descriptive statistics
| Standard deviation | 0.4665380894 |
|---|---|
| Coefficient of variation (CV) | 0.5774417772 |
| Kurtosis | -0.6128383211 |
| Mean | 0.8079396188 |
| Median Absolute Deviation (MAD) | 0.03934430016 |
| Skewness | -1.052127936 |
| Sum | 121190.9428 |
| Variance | 0.2176577888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36476 | 24.3% |
| 1.480453014 | 2314 | 1.5% |
| 1.164401954 | 54 | < 0.1% |
| 1.082760975 | 42 | < 0.1% |
| 1.03324115 | 39 | < 0.1% |
| 1.049793044 | 39 | < 0.1% |
| 1.013872843 | 30 | < 0.1% |
| 1.023762432 | 30 | < 0.1% |
| 1.00757098 | 29 | < 0.1% |
| 1.220903412 | 28 | < 0.1% |
| Other values (103228) | 110919 |
| Value | Count | Frequency (%) |
| 0 | 36476 | |
| 1.000000002 | 1 | < 0.1% |
| 1.000000011 | 1 | < 0.1% |
| 1.000000014 | 1 | < 0.1% |
| 1.000000014 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2314 | |
| 1.480230002 | 1 | < 0.1% |
| 1.480227241 | 1 | < 0.1% |
| 1.480071558 | 1 | < 0.1% |
| 1.480060098 | 1 | < 0.1% |
voice_in_kievstar_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 62268 |
|---|---|
| Distinct (%) | 41.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7125027024 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 45571 |
| Zeros (%) | 30.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.001873347 |
| Q3 | 1.012498354 |
| 95-th percentile | 1.101412779 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.012498354 |
Descriptive statistics
| Standard deviation | 0.4719495569 |
|---|---|
| Coefficient of variation (CV) | 0.6623828308 |
| Kurtosis | -1.272950474 |
| Mean | 0.7125027024 |
| Median Absolute Deviation (MAD) | 0.01680301487 |
| Skewness | -0.8344253871 |
| Sum | 106875.4054 |
| Variance | 0.2227363843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45571 | |
| 1.164401954 | 2907 | 1.9% |
| 1.049793044 | 1447 | 1.0% |
| 1.023762432 | 1035 | 0.7% |
| 1.013872843 | 914 | 0.6% |
| 1.006406835 | 812 | 0.5% |
| 1.00908403 | 812 | 0.5% |
| 1.207704776 | 764 | 0.5% |
| 1.004760016 | 673 | 0.4% |
| 1.002923264 | 604 | 0.4% |
| Other values (62258) | 94461 |
| Value | Count | Frequency (%) |
| 0 | 45571 | |
| 1.000000431 | 1 | < 0.1% |
| 1.000000487 | 1 | < 0.1% |
| 1.000000785 | 1 | < 0.1% |
| 1.00000087 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 764 | |
| 1.203022256 | 1 | < 0.1% |
| 1.202430347 | 1 | < 0.1% |
| 1.199210638 | 1 | < 0.1% |
| 1.198249473 | 1 | < 0.1% |
voice_in_mts_avg_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 53434 |
|---|---|
| Distinct (%) | 35.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.83820384 |
| Minimum | 0 |
|---|---|
| Maximum | 56.23301746 |
| Zeros | 40085 |
| Zeros (%) | 26.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.09508758 |
| Q3 | 24.17540047 |
| 95-th percentile | 34.56357136 |
| Maximum | 56.23301746 |
| Range | 56.23301746 |
| Interquartile range (IQR) | 24.17540047 |
Descriptive statistics
| Standard deviation | 11.70625606 |
|---|---|
| Coefficient of variation (CV) | 0.7391151278 |
| Kurtosis | -0.906146387 |
| Mean | 15.83820384 |
| Median Absolute Deviation (MAD) | 8.370513346 |
| Skewness | 0.03164202378 |
| Sum | 2375730.577 |
| Variance | 137.0364309 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40085 | 26.7% |
| 9.027097853 | 264 | 0.2% |
| 9.669720902 | 255 | 0.2% |
| 8.687248223 | 253 | 0.2% |
| 10.26911687 | 253 | 0.2% |
| 10.83132398 | 249 | 0.2% |
| 11.10002615 | 241 | 0.2% |
| 9.974411855 | 240 | 0.2% |
| 12.1035869 | 238 | 0.2% |
| 11.61519305 | 237 | 0.2% |
| Other values (53424) | 107685 |
| Value | Count | Frequency (%) |
| 0 | 40085 | |
| 1.480453014 | 64 | < 0.1% |
| 1.839588705 | 3 | < 0.1% |
| 2.206948961 | 49 | < 0.1% |
| 2.569415055 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 56.23301746 | 1 | |
| 55.23081138 | 1 | |
| 53.45174414 | 1 | |
| 53.24235417 | 1 | |
| 52.60799845 | 1 |
data_3g_tv_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 9804 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.728803335 |
| Minimum | 0 |
|---|---|
| Maximum | 72.33323264 |
| Zeros | 53053 |
| Zeros (%) | 35.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.26668353 |
| Q3 | 5.370068683 |
| 95-th percentile | 13.24877197 |
| Maximum | 72.33323264 |
| Range | 72.33323264 |
| Interquartile range (IQR) | 5.370068683 |
Descriptive statistics
| Standard deviation | 4.784079057 |
|---|---|
| Coefficient of variation (CV) | 1.283006538 |
| Kurtosis | 8.887535596 |
| Mean | 3.728803335 |
| Median Absolute Deviation (MAD) | 2.26668353 |
| Skewness | 2.319293874 |
| Sum | 559320.5002 |
| Variance | 22.88741242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 53053 | |
| 1.164401954 | 3901 | 2.6% |
| 1.480453014 | 3676 | 2.5% |
| 1.839588705 | 2064 | 1.4% |
| 2.206948961 | 1881 | 1.3% |
| 1.45108808 | 1656 | 1.1% |
| 2.921812056 | 1535 | 1.0% |
| 2.144514419 | 1326 | 0.9% |
| 2.569415055 | 948 | 0.6% |
| 1.207704776 | 892 | 0.6% |
| Other values (9794) | 79068 |
| Value | Count | Frequency (%) |
| 0 | 53053 | |
| 1.164401954 | 3901 | 2.6% |
| 1.207704776 | 892 | 0.6% |
| 1.356301179 | 445 | 0.3% |
| 1.45108808 | 1656 | 1.1% |
| Value | Count | Frequency (%) |
| 72.33323264 | 1 | |
| 72.18630277 | 1 | |
| 61.89251957 | 1 | |
| 61.67812503 | 1 | |
| 60.98412925 | 1 |
all_home_clc_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 237 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02618455762 |
| Minimum | 0 |
|---|---|
| Maximum | 48.06207698 |
| Zeros | 148972 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48.06207698 |
| Range | 48.06207698 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.416948245 |
|---|---|
| Coefficient of variation (CV) | 15.92344049 |
| Kurtosis | 1761.456648 |
| Mean | 0.02618455762 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.21274837 |
| Sum | 3927.683644 |
| Variance | 0.173845839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148972 | |
| 2.463172916 | 149 | 0.1% |
| 1.604773951 | 140 | 0.1% |
| 1.604273725 | 91 | 0.1% |
| 4.0319091 | 53 | < 0.1% |
| 2.46360592 | 43 | < 0.1% |
| 5.353447327 | 31 | < 0.1% |
| 1.335206418 | 27 | < 0.1% |
| 2.462595556 | 23 | < 0.1% |
| 7.484120594 | 20 | < 0.1% |
| Other values (227) | 451 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 148972 | |
| 1.00000001 | 12 | < 0.1% |
| 1.00000009 | 1 | < 0.1% |
| 1.00000049 | 1 | < 0.1% |
| 1.021216128 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.06207698 | 1 | |
| 25.55063453 | 1 | |
| 21.13151434 | 1 | |
| 18.66347575 | 1 | |
| 18.47244435 | 1 |
all_clc_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 8651 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.75412729 |
| Minimum | 0 |
|---|---|
| Maximum | 63.96307825 |
| Zeros | 110440 |
| Zeros (%) | 73.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.494067668 |
| 95-th percentile | 23.81151383 |
| Maximum | 63.96307825 |
| Range | 63.96307825 |
| Interquartile range (IQR) | 1.494067668 |
Descriptive statistics
| Standard deviation | 8.159805443 |
|---|---|
| Coefficient of variation (CV) | 2.173555879 |
| Kurtosis | 3.605425597 |
| Mean | 3.75412729 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.159440493 |
| Sum | 563119.0935 |
| Variance | 66.58242486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 110440 | |
| 1.604773951 | 2536 | 1.7% |
| 1.604273725 | 1793 | 1.2% |
| 21.74906374 | 1549 | 1.0% |
| 22.11876484 | 1226 | 0.8% |
| 20.13969538 | 954 | 0.6% |
| 29.33036315 | 865 | 0.6% |
| 4.497536115 | 719 | 0.5% |
| 22.47711246 | 672 | 0.4% |
| 25.57253549 | 624 | 0.4% |
| Other values (8641) | 28622 | 19.1% |
| Value | Count | Frequency (%) |
| 0 | 110440 | |
| 1.00000001 | 407 | 0.3% |
| 1.00000004 | 85 | 0.1% |
| 1.00000009 | 15 | < 0.1% |
| 1.00000016 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 63.96307825 | 1 | |
| 62.77049348 | 1 | |
| 62.76573354 | 2 | |
| 61.63584202 | 1 | |
| 61.01672769 | 1 |
all_clc_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 16648 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.11006956 |
| Minimum | 0 |
|---|---|
| Maximum | 63.96307825 |
| Zeros | 57764 |
| Zeros (%) | 38.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.750375931 |
| Q3 | 22.26336684 |
| 95-th percentile | 29.33036315 |
| Maximum | 63.96307825 |
| Range | 63.96307825 |
| Interquartile range (IQR) | 22.26336684 |
Descriptive statistics
| Standard deviation | 11.58862726 |
|---|---|
| Coefficient of variation (CV) | 1.043074231 |
| Kurtosis | -1.181006481 |
| Mean | 11.11006956 |
| Median Absolute Deviation (MAD) | 5.750375931 |
| Skewness | 0.4354575765 |
| Sum | 1666510.433 |
| Variance | 134.2962818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57764 | |
| 21.74906374 | 5185 | 3.5% |
| 22.11876484 | 4316 | 2.9% |
| 1.604773951 | 3576 | 2.4% |
| 20.13969538 | 3004 | 2.0% |
| 29.33036315 | 2921 | 1.9% |
| 22.47711246 | 2274 | 1.5% |
| 25.57253549 | 2085 | 1.4% |
| 1.604273725 | 2024 | 1.3% |
| 20.13960725 | 1885 | 1.3% |
| Other values (16638) | 64966 |
| Value | Count | Frequency (%) |
| 0 | 57764 | |
| 1.00000001 | 430 | 0.3% |
| 1.00000004 | 61 | < 0.1% |
| 1.00000009 | 13 | < 0.1% |
| 1.00000016 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 63.96307825 | 1 | |
| 62.86542916 | 1 | |
| 62.77049348 | 1 | |
| 62.76573354 | 2 | |
| 62.38074321 | 1 |
voice_in_roam_clc_mea_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0002929500297 |
| Minimum | 0 |
|---|---|
| Maximum | 14.64750149 |
| Zeros | 149997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14.64750149 |
| Range | 14.64750149 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06550518134 |
|---|---|
| Coefficient of variation (CV) | 223.605307 |
| Kurtosis | 49996.6666 |
| Mean | 0.0002929500297 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 223.6023255 |
| Sum | 43.94250446 |
| Variance | 0.004290928782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 14.64750149 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 14.64750149 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.64750149 | 3 | < 0.1% |
| 0 | 149997 |
conn_in_uniq_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 191 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.807394361 |
| Minimum | 0 |
|---|---|
| Maximum | 46.90558567 |
| Zeros | 4419 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 4.210401996 |
| median | 6.749901739 |
| Q3 | 9.027097853 |
| 95-th percentile | 13.01132535 |
| Maximum | 46.90558567 |
| Range | 46.90558567 |
| Interquartile range (IQR) | 4.816695857 |
Descriptive statistics
| Standard deviation | 3.620205676 |
|---|---|
| Coefficient of variation (CV) | 0.5318048998 |
| Kurtosis | 1.348275686 |
| Mean | 6.807394361 |
| Median Absolute Deviation (MAD) | 2.539499744 |
| Skewness | 0.6852712626 |
| Sum | 1021109.154 |
| Variance | 13.10588914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.786566308 | 8859 | 5.9% |
| 4.210401996 | 8638 | 5.8% |
| 5.324077125 | 8471 | 5.6% |
| 3.590290394 | 8300 | 5.5% |
| 5.827795843 | 8217 | 5.5% |
| 6.30189811 | 8102 | 5.4% |
| 2.921812056 | 7505 | 5.0% |
| 6.749901739 | 7501 | 5.0% |
| 7.174761058 | 6843 | 4.6% |
| 2.206948961 | 6687 | 4.5% |
| Other values (181) | 70877 |
| Value | Count | Frequency (%) |
| 0 | 4419 | |
| 1.480453014 | 5697 | |
| 2.206948961 | 6687 | |
| 2.921812056 | 7505 | |
| 3.590290394 | 8300 |
| Value | Count | Frequency (%) |
| 46.90558567 | 1 | |
| 36.98723987 | 1 | |
| 34.66457764 | 1 | |
| 34.4169956 | 1 | |
| 34.12856843 | 1 |
voice_out_cmpttrs_avg_dustd_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 52360 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.34540131 |
| Minimum | 0 |
|---|---|
| Maximum | 68.05917829 |
| Zeros | 42858 |
| Zeros (%) | 28.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 14.19891465 |
| Q3 | 21.65403436 |
| 95-th percentile | 35.31387399 |
| Maximum | 68.05917829 |
| Range | 68.05917829 |
| Interquartile range (IQR) | 21.65403436 |
Descriptive statistics
| Standard deviation | 11.85420949 |
|---|---|
| Coefficient of variation (CV) | 0.8263421307 |
| Kurtosis | -0.1704810111 |
| Mean | 14.34540131 |
| Median Absolute Deviation (MAD) | 9.388789016 |
| Skewness | 0.4867450506 |
| Sum | 2151810.197 |
| Variance | 140.5222825 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42858 | |
| 12.79226812 | 9476 | 6.3% |
| 13.76988162 | 3154 | 2.1% |
| 17.89928393 | 2355 | 1.6% |
| 17.54941206 | 1740 | 1.2% |
| 15.65849494 | 1476 | 1.0% |
| 21.34785349 | 1342 | 0.9% |
| 16.30232696 | 875 | 0.6% |
| 20.82595276 | 652 | 0.4% |
| 23.99960696 | 586 | 0.4% |
| Other values (52350) | 85486 |
| Value | Count | Frequency (%) |
| 0 | 42858 | |
| 1.058017722 | 1 | < 0.1% |
| 1.296967841 | 1 | < 0.1% |
| 1.309943585 | 1 | < 0.1% |
| 1.31316983 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 68.05917829 | 3 | |
| 67.79052821 | 1 | < 0.1% |
| 67.72539849 | 1 | < 0.1% |
| 67.50339632 | 1 | < 0.1% |
| 67.2117777 | 1 | < 0.1% |
gprs_clc_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 149 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2277717161 |
| Minimum | 0 |
|---|---|
| Maximum | 31.640816 |
| Zeros | 144712 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 31.640816 |
| Range | 31.640816 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3348518 |
|---|---|
| Coefficient of variation (CV) | 5.860480938 |
| Kurtosis | 68.33886073 |
| Mean | 0.2277717161 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.41719431 |
| Sum | 34165.75741 |
| Variance | 1.781829328 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144712 | |
| 4.497536115 | 2992 | 2.0% |
| 7.165976416 | 809 | 0.5% |
| 9.181785673 | 353 | 0.2% |
| 10.81975628 | 219 | 0.1% |
| 5.750474527 | 111 | 0.1% |
| 12.20938997 | 99 | 0.1% |
| 13.42201696 | 78 | 0.1% |
| 3.539668309 | 74 | < 0.1% |
| 4.497939569 | 56 | < 0.1% |
| Other values (139) | 497 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 144712 | |
| 1.332223841 | 1 | < 0.1% |
| 1.333779266 | 11 | < 0.1% |
| 1.887653013 | 1 | < 0.1% |
| 1.888828202 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.640816 | 1 | |
| 28.09029507 | 1 | |
| 27.44702538 | 2 | |
| 24.48569271 | 1 | |
| 24.42625427 | 1 |
all_cnt_td_mnt3
Real number (ℝ)
| Distinct | 16925 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.06353641 |
| Minimum | -56.54528377 |
|---|---|
| Maximum | 54.0516962 |
| Zeros | 372 |
| Zeros (%) | 0.2% |
| Negative | 60796 |
| Negative (%) | 40.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -56.54528377 |
|---|---|
| 5-th percentile | -6.724022328 |
| Q1 | -1.793513238 |
| median | 1.287693505 |
| Q3 | 3.65531828 |
| 95-th percentile | 9.323934516 |
| Maximum | 54.0516962 |
| Range | 110.59698 |
| Interquartile range (IQR) | 5.448831518 |
Descriptive statistics
| Standard deviation | 5.036292177 |
|---|---|
| Coefficient of variation (CV) | 4.735420553 |
| Kurtosis | 3.550071973 |
| Mean | 1.06353641 |
| Median Absolute Deviation (MAD) | 2.834522837 |
| Skewness | 0.09962104373 |
| Sum | 159530.4616 |
| Variance | 25.3642389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 372 | 0.2% |
| 1.088358468 | 87 | 0.1% |
| 1.039632891 | 87 | 0.1% |
| -1.025007855 | 86 | 0.1% |
| 1.060832041 | 85 | 0.1% |
| 1.248867569 | 84 | 0.1% |
| 1.033028932 | 84 | 0.1% |
| -1.001689348 | 84 | 0.1% |
| 1.030937527 | 84 | 0.1% |
| -1.001975959 | 83 | 0.1% |
| Other values (16915) | 148864 |
| Value | Count | Frequency (%) |
| -56.54528377 | 1 | |
| -48.39260815 | 1 | |
| -48.04616027 | 1 | |
| -46.05008546 | 1 | |
| -43.5853091 | 1 |
| Value | Count | Frequency (%) |
| 54.0516962 | 1 | |
| 51.21746174 | 1 | |
| 49.39347817 | 1 | |
| 47.37210586 | 1 | |
| 45.88913109 | 1 |
conn_out_uniq_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2087 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1015500405 |
| Minimum | -13.07323287 |
|---|---|
| Maximum | 25.14654945 |
| Zeros | 11430 |
| Zeros (%) | 7.6% |
| Negative | 63851 |
| Negative (%) | 42.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -13.07323287 |
|---|---|
| 5-th percentile | -1.274602036 |
| Q1 | -1.018774973 |
| median | 0 |
| Q3 | 1.041940751 |
| 95-th percentile | 1.434763773 |
| Maximum | 25.14654945 |
| Range | 38.21978232 |
| Interquartile range (IQR) | 2.060715724 |
Descriptive statistics
| Standard deviation | 1.135331666 |
|---|---|
| Coefficient of variation (CV) | 11.1800218 |
| Kurtosis | 2.008714777 |
| Mean | 0.1015500405 |
| Median Absolute Deviation (MAD) | 1.028902821 |
| Skewness | 0.1003737502 |
| Sum | 15232.50607 |
| Variance | 1.288977992 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11430 | 7.6% |
| -1.001424332 | 1137 | 0.8% |
| 1.001424332 | 1052 | 0.7% |
| -1.00095998 | 989 | 0.7% |
| 1.00095998 | 977 | 0.7% |
| 1.000300379 | 932 | 0.6% |
| 1.000108887 | 923 | 0.6% |
| -1.000300379 | 915 | 0.6% |
| -1.000012183 | 903 | 0.6% |
| 1.000012183 | 893 | 0.6% |
| Other values (2077) | 129849 |
| Value | Count | Frequency (%) |
| -13.07323287 | 1 | |
| -11.03963946 | 1 | |
| -9.483557181 | 1 | |
| -7.356666642 | 1 | |
| -7.222411017 | 1 |
| Value | Count | Frequency (%) |
| 25.14654945 | 1 | |
| 19.38664962 | 1 | |
| 14.00180693 | 1 | |
| 11.73881277 | 1 | |
| 11.33681948 | 1 |
all_clc_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1449 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1948992344 |
| Minimum | 0 |
|---|---|
| Maximum | 52.06788685 |
| Zeros | 144046 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52.06788685 |
| Range | 52.06788685 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.386920908 |
|---|---|
| Coefficient of variation (CV) | 7.116092128 |
| Kurtosis | 152.1619571 |
| Mean | 0.1948992344 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.89252505 |
| Sum | 29234.88516 |
| Variance | 1.923549604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144046 | |
| 1.604773951 | 733 | 0.5% |
| 1.604273725 | 608 | 0.4% |
| 2.463172916 | 303 | 0.2% |
| 1.169725207 | 271 | 0.2% |
| 2.46360592 | 196 | 0.1% |
| 2.462595556 | 139 | 0.1% |
| 4.0319091 | 132 | 0.1% |
| 1.00000001 | 124 | 0.1% |
| 3.281747174 | 98 | 0.1% |
| Other values (1439) | 3350 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 144046 | |
| 1.00000001 | 124 | 0.1% |
| 1.00000004 | 20 | < 0.1% |
| 1.00000009 | 10 | < 0.1% |
| 1.00000016 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.06788685 | 1 | |
| 39.89469995 | 1 | |
| 34.76950579 | 1 | |
| 34.28127254 | 1 | |
| 33.59771012 | 1 |
all_roam_clc_mea_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01172770963 |
| Minimum | 0 |
|---|---|
| Maximum | 23.16302208 |
| Zeros | 149643 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 23.16302208 |
| Range | 23.16302208 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2962736152 |
|---|---|
| Coefficient of variation (CV) | 25.26270044 |
| Kurtosis | 1842.733224 |
| Mean | 0.01172770963 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.36240083 |
| Sum | 1759.156445 |
| Variance | 0.08777805508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149643 | |
| 3.105805778 | 99 | 0.1% |
| 2.416463558 | 56 | < 0.1% |
| 1.46689156 | 24 | < 0.1% |
| 3.539646722 | 21 | < 0.1% |
| 7.991662295 | 14 | < 0.1% |
| 5.079127105 | 12 | < 0.1% |
| 5.079091371 | 11 | < 0.1% |
| 3.952631225 | 10 | < 0.1% |
| 5.079127105 | 8 | < 0.1% |
| Other values (70) | 102 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149643 | |
| 1.46689156 | 24 | < 0.1% |
| 2.17821011 | 1 | < 0.1% |
| 2.416463558 | 56 | < 0.1% |
| 2.880954379 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.16302208 | 1 | |
| 22.38858386 | 1 | |
| 22.11876948 | 1 | |
| 21.00590176 | 1 | |
| 19.16258002 | 1 |
voice_in_tar_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 48282 |
|---|---|
| Distinct (%) | 32.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.59486165 |
| Minimum | 0 |
|---|---|
| Maximum | 147.5272784 |
| Zeros | 9017 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 43.16392608 |
| median | 61.77050081 |
| Q3 | 76.14209449 |
| 95-th percentile | 93.40149078 |
| Maximum | 147.5272784 |
| Range | 147.5272784 |
| Interquartile range (IQR) | 32.97816842 |
Descriptive statistics
| Standard deviation | 25.8661921 |
|---|---|
| Coefficient of variation (CV) | 0.4491058986 |
| Kurtosis | -0.1645091446 |
| Mean | 57.59486165 |
| Median Absolute Deviation (MAD) | 16.00489345 |
| Skewness | -0.6031129153 |
| Sum | 8639229.247 |
| Variance | 669.0598936 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9017 | 6.0% |
| 4.503643389 | 63 | < 0.1% |
| 3.262248815 | 59 | < 0.1% |
| 4.358354821 | 58 | < 0.1% |
| 4.786566308 | 57 | < 0.1% |
| 3.749720354 | 56 | < 0.1% |
| 4.059700132 | 56 | < 0.1% |
| 3.093574543 | 55 | < 0.1% |
| 3.427814651 | 54 | < 0.1% |
| 5.704793955 | 54 | < 0.1% |
| Other values (48272) | 140471 |
| Value | Count | Frequency (%) |
| 0 | 9017 | |
| 1.049793044 | 39 | < 0.1% |
| 1.164401954 | 24 | < 0.1% |
| 1.31316983 | 41 | < 0.1% |
| 1.480453014 | 31 | < 0.1% |
| Value | Count | Frequency (%) |
| 147.5272784 | 1 | |
| 143.1730747 | 1 | |
| 141.7547348 | 1 | |
| 141.0715105 | 1 | |
| 140.8176128 | 1 |
voice_mts_in_nwork_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 45490 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3169851594 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 102829 |
| Zeros (%) | 68.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.00014513 |
| 95-th percentile | 1.01280959 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.00014513 |
Descriptive statistics
| Standard deviation | 0.4681424579 |
|---|---|
| Coefficient of variation (CV) | 1.476859228 |
| Kurtosis | -1.355134086 |
| Mean | 0.3169851594 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.801056236 |
| Sum | 47547.77391 |
| Variance | 0.2191573609 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102829 | |
| 1.001975959 | 9 | < 0.1% |
| 1.004760016 | 8 | < 0.1% |
| 1.00908403 | 7 | < 0.1% |
| 1.003267084 | 7 | < 0.1% |
| 1.000185114 | 7 | < 0.1% |
| 1.000282479 | 7 | < 0.1% |
| 1.000711195 | 7 | < 0.1% |
| 1.001322606 | 6 | < 0.1% |
| 1.001811321 | 6 | < 0.1% |
| Other values (45480) | 47107 |
| Value | Count | Frequency (%) |
| 0 | 102829 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000006 | 1 | < 0.1% |
| 1.000000006 | 1 | < 0.1% |
| 1.000000007 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.393968689 | 1 | |
| 1.380940877 | 1 | |
| 1.362430224 | 1 | |
| 1.352574021 | 1 |
sms_out_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 175 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.294309688 |
| Minimum | 0 |
|---|---|
| Maximum | 65.43513884 |
| Zeros | 136875 |
| Zeros (%) | 91.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 65.43513884 |
| Range | 65.43513884 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.450159658 |
|---|---|
| Coefficient of variation (CV) | 4.927325595 |
| Kurtosis | 167.3808502 |
| Mean | 0.294309688 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.39973088 |
| Sum | 44146.45319 |
| Variance | 2.102963035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 136875 | |
| 1.480453014 | 5799 | 3.9% |
| 2.206948961 | 2536 | 1.7% |
| 2.921812056 | 1199 | 0.8% |
| 3.590290394 | 769 | 0.5% |
| 4.210401996 | 484 | 0.3% |
| 4.786566308 | 380 | 0.3% |
| 5.324077125 | 235 | 0.2% |
| 5.827795843 | 207 | 0.1% |
| 6.30189811 | 160 | 0.1% |
| Other values (165) | 1356 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 136875 | |
| 1.480453014 | 5799 | 3.9% |
| 2.206948961 | 2536 | 1.7% |
| 2.921812056 | 1199 | 0.8% |
| 3.590290394 | 769 | 0.5% |
| Value | Count | Frequency (%) |
| 65.43513884 | 1 | |
| 43.22767089 | 1 | |
| 36.59490691 | 1 | |
| 36.25433619 | 1 | |
| 35.67888361 | 1 |
pay_avg_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002801436273 |
| Minimum | -53.15848325 |
|---|---|
| Maximum | 24.76754894 |
| Zeros | 149897 |
| Zeros (%) | 99.9% |
| Negative | 39 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -53.15848325 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24.76754894 |
| Range | 77.92603219 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5062929502 |
|---|---|
| Coefficient of variation (CV) | -180.7262065 |
| Kurtosis | 4608.89036 |
| Mean | -0.002801436273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -53.22499018 |
| Sum | -420.2154409 |
| Variance | 0.2563325514 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149897 | |
| 10.26911687 | 3 | < 0.1% |
| 6.749901739 | 3 | < 0.1% |
| 5.827795843 | 2 | < 0.1% |
| 8.687248223 | 2 | < 0.1% |
| 7.838014641 | 2 | < 0.1% |
| -33.17567483 | 1 | < 0.1% |
| -21.35479119 | 1 | < 0.1% |
| -38.75664161 | 1 | < 0.1% |
| 14.32730559 | 1 | < 0.1% |
| Other values (87) | 87 | 0.1% |
| Value | Count | Frequency (%) |
| -53.15848325 | 1 | |
| -47.93003263 | 1 | |
| -46.51407661 | 1 | |
| -40.25399929 | 1 | |
| -39.14133654 | 1 |
| Value | Count | Frequency (%) |
| 24.76754894 | 1 | |
| 22.29933738 | 1 | |
| 20.77194168 | 1 | |
| 20.03662961 | 1 | |
| 19.75525126 | 1 |
all_roam_clc_mea_wk1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0004525972128 |
| Minimum | 0 |
|---|---|
| Maximum | 26.62102185 |
| Zeros | 149997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 26.62102185 |
| Range | 26.62102185 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1043036636 |
|---|---|
| Coefficient of variation (CV) | 230.455824 |
| Kurtosis | 59165.32249 |
| Mean | 0.0004525972128 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 240.1285789 |
| Sum | 67.88958192 |
| Variance | 0.01087925425 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 26.62102185 | 2 | < 0.1% |
| 14.64753823 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 14.64753823 | 1 | < 0.1% |
| 26.62102185 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.62102185 | 2 | < 0.1% |
| 14.64753823 | 1 | < 0.1% |
| 0 | 149997 |
clc_no_vas_roam_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1131757562 |
| Minimum | 0 |
|---|---|
| Maximum | 39.86597976 |
| Zeros | 147299 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 39.86597976 |
| Range | 39.86597976 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.087323143 |
|---|---|
| Coefficient of variation (CV) | 9.607385711 |
| Kurtosis | 221.2384921 |
| Mean | 0.1131757562 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.34952233 |
| Sum | 16976.36343 |
| Variance | 1.182271617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147299 | |
| 2.463172916 | 252 | 0.2% |
| 4.0319091 | 124 | 0.1% |
| 1.00000001 | 97 | 0.1% |
| 1.604773951 | 54 | < 0.1% |
| 5.353447327 | 47 | < 0.1% |
| 1.335206418 | 41 | < 0.1% |
| 1.148322296 | 41 | < 0.1% |
| 6.488016529 | 35 | < 0.1% |
| 7.484120594 | 34 | < 0.1% |
| Other values (990) | 1976 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 147299 | |
| 1.00000001 | 97 | 0.1% |
| 1.00000004 | 17 | < 0.1% |
| 1.00000009 | 8 | < 0.1% |
| 1.00000016 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 39.86597976 | 1 | < 0.1% |
| 34.76950579 | 1 | < 0.1% |
| 29.92773178 | 1 | < 0.1% |
| 29.45210776 | 1 | < 0.1% |
| 29.33036315 | 5 |
conn_out_uniq_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.363300101 |
| Minimum | 0 |
|---|---|
| Maximum | 55.29242973 |
| Zeros | 46017 |
| Zeros (%) | 30.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.921812056 |
| Q3 | 5.324077125 |
| 95-th percentile | 9.354248899 |
| Maximum | 55.29242973 |
| Range | 55.29242973 |
| Interquartile range (IQR) | 5.324077125 |
Descriptive statistics
| Standard deviation | 3.227213753 |
|---|---|
| Coefficient of variation (CV) | 0.9595378514 |
| Kurtosis | 1.749898614 |
| Mean | 3.363300101 |
| Median Absolute Deviation (MAD) | 2.921812056 |
| Skewness | 1.019145444 |
| Sum | 504495.0152 |
| Variance | 10.41490861 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46017 | |
| 1.480453014 | 12192 | 8.1% |
| 2.206948961 | 11791 | 7.9% |
| 2.921812056 | 11212 | 7.5% |
| 3.590290394 | 10242 | 6.8% |
| 4.210401996 | 9143 | 6.1% |
| 4.786566308 | 7829 | 5.2% |
| 5.324077125 | 6681 | 4.5% |
| 5.827795843 | 5639 | 3.8% |
| 6.30189811 | 4567 | 3.0% |
| Other values (105) | 24687 |
| Value | Count | Frequency (%) |
| 0 | 46017 | |
| 1.480453014 | 12192 | 8.1% |
| 2.206948961 | 11791 | 7.9% |
| 2.921812056 | 11212 | 7.5% |
| 3.590290394 | 10242 | 6.8% |
| Value | Count | Frequency (%) |
| 55.29242973 | 1 | |
| 41.64094145 | 1 | |
| 32.58890589 | 1 | |
| 32.54811756 | 1 | |
| 32.25913542 | 1 |
ks_num_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 847 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2196663134 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 118063 |
| Zeros (%) | 78.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.040268728 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4228559846 |
|---|---|
| Coefficient of variation (CV) | 1.924992403 |
| Kurtosis | 0.0122618834 |
| Mean | 0.2196663134 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.412087574 |
| Sum | 32949.94701 |
| Variance | 0.1788071837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 118063 | |
| 1.023762432 | 1548 | 1.0% |
| 1.03324115 | 1459 | 1.0% |
| 1.017830633 | 1456 | 1.0% |
| 1.049793044 | 1374 | 0.9% |
| 1.013872843 | 1358 | 0.9% |
| 1.011100838 | 1195 | 0.8% |
| 1.00908403 | 1181 | 0.8% |
| 1.00757098 | 1023 | 0.7% |
| 1.082760975 | 995 | 0.7% |
| Other values (837) | 20348 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 118063 | |
| 1.000013271 | 1 | < 0.1% |
| 1.000030694 | 1 | < 0.1% |
| 1.000032841 | 1 | < 0.1% |
| 1.000043569 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 21 | |
| 1.383209542 | 1 | < 0.1% |
| 1.367400612 | 1 | < 0.1% |
| 1.357409079 | 1 | < 0.1% |
| 1.345493163 | 6 | < 0.1% |
sms_roam_clc_mea_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
content_clc_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1159 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001405415462 |
| Minimum | -5.473543955 |
|---|---|
| Maximum | 5.867597009 |
| Zeros | 145658 |
| Zeros (%) | 97.1% |
| Negative | 2149 |
| Negative (%) | 1.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -5.473543955 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5.867597009 |
| Range | 11.34114096 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1919688519 |
|---|---|
| Coefficient of variation (CV) | 136.5922442 |
| Kurtosis | 83.88343988 |
| Mean | 0.001405415462 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.854660144 |
| Sum | 210.8123193 |
| Variance | 0.03685204011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145658 | |
| 1.000029917 | 412 | 0.3% |
| 1.00018546 | 337 | 0.2% |
| -1.00006713 | 211 | 0.1% |
| -1.00018546 | 200 | 0.1% |
| -1.000209001 | 174 | 0.1% |
| 1.000119017 | 97 | 0.1% |
| -1.000594439 | 78 | 0.1% |
| 1.000731908 | 78 | 0.1% |
| -1.000266341 | 69 | < 0.1% |
| Other values (1149) | 2686 | 1.8% |
| Value | Count | Frequency (%) |
| -5.473543955 | 1 | |
| -4.959322019 | 1 | |
| -4.536622448 | 1 | |
| -4.324451432 | 1 | |
| -4.261428119 | 1 |
| Value | Count | Frequency (%) |
| 5.867597009 | 1 | |
| 4.954191179 | 1 | |
| 4.577809596 | 1 | |
| 4.379373341 | 1 | |
| 4.198519653 | 1 |
voice_in_cmpttrs_td_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 10733 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.560644211 |
| Minimum | 0 |
|---|---|
| Maximum | 22.85052279 |
| Zeros | 19217 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.23367744 |
| median | 2.008520551 |
| Q3 | 3.461806383 |
| 95-th percentile | 6.672936216 |
| Maximum | 22.85052279 |
| Range | 22.85052279 |
| Interquartile range (IQR) | 2.228128942 |
Descriptive statistics
| Standard deviation | 2.100833525 |
|---|---|
| Coefficient of variation (CV) | 0.8204316381 |
| Kurtosis | 4.137536766 |
| Mean | 2.560644211 |
| Median Absolute Deviation (MAD) | 0.9124160964 |
| Skewness | 1.585526128 |
| Sum | 384096.6316 |
| Variance | 4.413501498 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19217 | 12.8% |
| 1.064320397 | 6919 | 4.6% |
| 1.10808554 | 3729 | 2.5% |
| 1.23367744 | 1915 | 1.3% |
| 1.251588959 | 1866 | 1.2% |
| 1.139222859 | 1856 | 1.2% |
| 1.207704776 | 1691 | 1.1% |
| 1.26210277 | 1677 | 1.1% |
| 1.412203867 | 1400 | 0.9% |
| 1.340902659 | 1354 | 0.9% |
| Other values (10723) | 108376 |
| Value | Count | Frequency (%) |
| 0 | 19217 | |
| 1.064320397 | 6919 | 4.6% |
| 1.069446038 | 64 | < 0.1% |
| 1.075498494 | 51 | < 0.1% |
| 1.082760975 | 77 | 0.1% |
| Value | Count | Frequency (%) |
| 22.85052279 | 1 | |
| 22.21113684 | 1 | |
| 22.12084623 | 1 | |
| 22.04554624 | 1 | |
| 21.73983981 | 1 |
goodok_clc_mea_wk1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_mts_out_nwork_partmax_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 18771 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8706426564 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 32537 |
| Zeros (%) | 21.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.002232835 |
| median | 1.044488698 |
| Q3 | 1.121317553 |
| 95-th percentile | 1.356420679 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1190847181 |
Descriptive statistics
| Standard deviation | 0.4701067508 |
|---|---|
| Coefficient of variation (CV) | 0.5399537311 |
| Kurtosis | -0.2570411093 |
| Mean | 0.8706426564 |
| Median Absolute Deviation (MAD) | 0.06257959173 |
| Skewness | -1.175040008 |
| Sum | 130596.3985 |
| Variance | 0.2210003571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32537 | 21.7% |
| 1.480453014 | 4288 | 2.9% |
| 1.164401954 | 2465 | 1.6% |
| 1.082760975 | 2062 | 1.4% |
| 1.049793044 | 1663 | 1.1% |
| 1.03324115 | 1264 | 0.8% |
| 1.023762432 | 981 | 0.7% |
| 1.260942818 | 930 | 0.6% |
| 1.113213566 | 929 | 0.6% |
| 1.017830633 | 832 | 0.6% |
| Other values (18761) | 102049 |
| Value | Count | Frequency (%) |
| 0 | 32537 | |
| 1.000001439 | 1 | < 0.1% |
| 1.000001511 | 1 | < 0.1% |
| 1.000002153 | 1 | < 0.1% |
| 1.000003992 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 4288 | |
| 1.47727506 | 1 | < 0.1% |
| 1.477057085 | 1 | < 0.1% |
| 1.476362314 | 1 | < 0.1% |
| 1.475896175 | 1 | < 0.1% |
ks_num_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 41560 |
|---|---|
| Distinct (%) | 27.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7907809103 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 36888 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000107387 |
| median | 1.008904331 |
| Q3 | 1.046478611 |
| 95-th percentile | 1.16665911 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.04637122361 |
Descriptive statistics
| Standard deviation | 0.4554819439 |
|---|---|
| Coefficient of variation (CV) | 0.5759900599 |
| Kurtosis | -0.6370254016 |
| Mean | 0.7907809103 |
| Median Absolute Deviation (MAD) | 0.03650438773 |
| Skewness | -1.114823772 |
| Sum | 118617.1366 |
| Variance | 0.2074638012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36888 | 24.6% |
| 1.013872843 | 2325 | 1.6% |
| 1.049793044 | 2218 | 1.5% |
| 1.006406835 | 1957 | 1.3% |
| 1.003675345 | 1772 | 1.2% |
| 1.00238048 | 1513 | 1.0% |
| 1.001666435 | 1405 | 0.9% |
| 1.001231401 | 1175 | 0.8% |
| 1.000946895 | 1042 | 0.7% |
| 1.000750704 | 890 | 0.6% |
| Other values (41550) | 98815 |
| Value | Count | Frequency (%) |
| 0 | 36888 | |
| 1.0000025 | 1 | < 0.1% |
| 1.000005061 | 1 | < 0.1% |
| 1.000008234 | 1 | < 0.1% |
| 1.000009267 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 175 | |
| 1.46125958 | 1 | < 0.1% |
| 1.458869166 | 2 | < 0.1% |
| 1.455798728 | 3 | < 0.1% |
| 1.453910893 | 1 | < 0.1% |
voice_mts_in_nrest_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 90082 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6212999442 |
| Minimum | 0 |
|---|---|
| Maximum | 1.373178553 |
| Zeros | 57354 |
| Zeros (%) | 38.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000113308 |
| Q3 | 1.002508974 |
| 95-th percentile | 1.019162864 |
| Maximum | 1.373178553 |
| Range | 1.373178553 |
| Interquartile range (IQR) | 1.002508974 |
Descriptive statistics
| Standard deviation | 0.4889427842 |
|---|---|
| Coefficient of variation (CV) | 0.7869673718 |
| Kurtosis | -1.764934559 |
| Mean | 0.6212999442 |
| Median Absolute Deviation (MAD) | 0.008110861221 |
| Skewness | -0.4828691355 |
| Sum | 93194.99162 |
| Variance | 0.2390650462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57354 | |
| 1.049793044 | 643 | 0.4% |
| 1.00238048 | 15 | < 0.1% |
| 1.164401954 | 15 | < 0.1% |
| 1.000505029 | 14 | < 0.1% |
| 1.000946895 | 13 | < 0.1% |
| 1.006406835 | 11 | < 0.1% |
| 1.013872843 | 11 | < 0.1% |
| 1.000362834 | 11 | < 0.1% |
| 1.001666435 | 10 | < 0.1% |
| Other values (90072) | 91903 |
| Value | Count | Frequency (%) |
| 0 | 57354 | |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.373178553 | 1 | |
| 1.31316983 | 1 | |
| 1.265759813 | 1 | |
| 1.253985639 | 1 | |
| 1.242195681 | 1 |
voice_out_short_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1720 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8118877998 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 32582 |
| Zeros (%) | 21.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.001075172 |
| median | 1.005491992 |
| Q3 | 1.017830633 |
| 95-th percentile | 1.164401954 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.01675546034 |
Descriptive statistics
| Standard deviation | 0.4344122371 |
|---|---|
| Coefficient of variation (CV) | 0.5350643737 |
| Kurtosis | -0.1655633989 |
| Mean | 0.8118877998 |
| Median Absolute Deviation (MAD) | 0.01017382082 |
| Skewness | -1.235533922 |
| Sum | 121783.17 |
| Variance | 0.1887139918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32582 | |
| 1.03324115 | 4372 | 2.9% |
| 1.049793044 | 4313 | 2.9% |
| 1.023762432 | 4309 | 2.9% |
| 1.017830633 | 4189 | 2.8% |
| 1.013872843 | 4082 | 2.7% |
| 1.082760975 | 4050 | 2.7% |
| 1.011100838 | 3865 | 2.6% |
| 1.164401954 | 3687 | 2.5% |
| 1.00908403 | 3617 | 2.4% |
| Other values (1710) | 80934 |
| Value | Count | Frequency (%) |
| 0 | 32582 | |
| 1.00005696 | 1 | < 0.1% |
| 1.00005872 | 1 | < 0.1% |
| 1.00005963 | 1 | < 0.1% |
| 1.000063492 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 3394 | |
| 1.460713024 | 1 | < 0.1% |
| 1.453910893 | 1 | < 0.1% |
| 1.437447952 | 1 | < 0.1% |
| 1.434604799 | 1 | < 0.1% |
voice_mts_in_nrest_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 112019 |
|---|---|
| Distinct (%) | 74.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1363154976 |
| Minimum | -1.006141757 |
|---|---|
| Maximum | 1.005546048 |
| Zeros | 36481 |
| Zeros (%) | 24.3% |
| Negative | 46537 |
| Negative (%) | 31.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.006141757 |
|---|---|
| 5-th percentile | -1.000095058 |
| Q1 | -1.000000565 |
| median | 0 |
| Q3 | 1.000008778 |
| 95-th percentile | 1.000184559 |
| Maximum | 1.005546048 |
| Range | 2.011687805 |
| Interquartile range (IQR) | 2.000009343 |
Descriptive statistics
| Standard deviation | 0.85926344 |
|---|---|
| Coefficient of variation (CV) | 6.303490471 |
| Kurtosis | -1.594774538 |
| Mean | 0.1363154976 |
| Median Absolute Deviation (MAD) | 1.000003389 |
| Skewness | -0.2650073476 |
| Sum | 20447.32463 |
| Variance | 0.7383336593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36481 | 24.3% |
| 1.000584711 | 114 | 0.1% |
| 1.001424332 | 107 | 0.1% |
| 1.00095998 | 103 | 0.1% |
| 1.000012183 | 91 | 0.1% |
| 1.000300379 | 90 | 0.1% |
| -1.000300379 | 87 | 0.1% |
| -1.000584711 | 86 | 0.1% |
| -1.000012183 | 85 | 0.1% |
| 1.000108887 | 83 | 0.1% |
| Other values (112009) | 112673 |
| Value | Count | Frequency (%) |
| -1.006141757 | 1 | |
| -1.005172835 | 1 | |
| -1.004890115 | 1 | |
| -1.004012891 | 1 | |
| -1.003835372 | 1 |
| Value | Count | Frequency (%) |
| 1.005546048 | 1 | |
| 1.005205879 | 1 | |
| 1.004884428 | 1 | |
| 1.004644322 | 1 | |
| 1.004618174 | 1 |
voice_out_cmpttrs_td_cntstd_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3101 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.315873279 |
| Minimum | 0 |
|---|---|
| Maximum | 27.95775466 |
| Zeros | 42613 |
| Zeros (%) | 28.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.663597369 |
| Q3 | 3.262248815 |
| 95-th percentile | 7.333566518 |
| Maximum | 27.95775466 |
| Range | 27.95775466 |
| Interquartile range (IQR) | 3.262248815 |
Descriptive statistics
| Standard deviation | 2.502367653 |
|---|---|
| Coefficient of variation (CV) | 1.080528747 |
| Kurtosis | 4.900972065 |
| Mean | 2.315873279 |
| Median Absolute Deviation (MAD) | 1.663597369 |
| Skewness | 1.820690234 |
| Sum | 347380.9919 |
| Variance | 6.261843869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42613 | |
| 1.164401954 | 12551 | 8.4% |
| 1.45108808 | 5553 | 3.7% |
| 1.207704776 | 4557 | 3.0% |
| 1.480453014 | 4247 | 2.8% |
| 1.839588705 | 3748 | 2.5% |
| 1.7768194 | 2623 | 1.7% |
| 1.356301179 | 2449 | 1.6% |
| 1.663597369 | 2028 | 1.4% |
| 1.992306409 | 1989 | 1.3% |
| Other values (3091) | 67642 |
| Value | Count | Frequency (%) |
| 0 | 42613 | |
| 1.164401954 | 12551 | 8.4% |
| 1.207704776 | 4557 | 3.0% |
| 1.356301179 | 2449 | 1.6% |
| 1.45108808 | 5553 | 3.7% |
| Value | Count | Frequency (%) |
| 27.95775466 | 1 | |
| 27.12991455 | 1 | |
| 27.08730653 | 1 | |
| 25.77962478 | 1 | |
| 25.73350906 | 1 |
accum_oth_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 8006 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5557749132 |
| Minimum | -1 |
|---|---|
| Maximum | 1.000699191 |
| Zeros | 59278 |
| Zeros (%) | 39.5% |
| Negative | 3678 |
| Negative (%) | 2.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000000001 |
| Q3 | 1.000000286 |
| 95-th percentile | 1.000007378 |
| Maximum | 1.000699191 |
| Range | 2.000699191 |
| Interquartile range (IQR) | 1.000000286 |
Descriptive statistics
| Standard deviation | 0.5439969778 |
|---|---|
| Coefficient of variation (CV) | 0.9788080838 |
| Kurtosis | -0.6710806195 |
| Mean | 0.5557749132 |
| Median Absolute Deviation (MAD) | 3.991124639 × 10-6 |
| Skewness | -0.6789867966 |
| Sum | 83366.23698 |
| Variance | 0.2959327119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59278 | |
| 1 | 2862 | 1.9% |
| 1 | 2048 | 1.4% |
| -1 | 1944 | 1.3% |
| 1 | 1685 | 1.1% |
| 1 | 1386 | 0.9% |
| 1.000000001 | 1170 | 0.8% |
| 1.000000001 | 1084 | 0.7% |
| 1.000000001 | 984 | 0.7% |
| 1.000000002 | 923 | 0.6% |
| Other values (7996) | 76636 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 |
| Value | Count | Frequency (%) |
| 1.000699191 | 1 | |
| 1.000611171 | 1 | |
| 1.00047037 | 1 | |
| 1.0004025 | 1 | |
| 1.000374293 | 1 |
voice_mts_out_dwork_partmin_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 17213 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6308320954 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 63592 |
| Zeros (%) | 42.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.009789113 |
| Q3 | 1.093257952 |
| 95-th percentile | 1.215579698 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.093257952 |
Descriptive statistics
| Standard deviation | 0.5446934998 |
|---|---|
| Coefficient of variation (CV) | 0.8634524206 |
| Kurtosis | -1.868713304 |
| Mean | 0.6308320954 |
| Median Absolute Deviation (MAD) | 0.1786002893 |
| Skewness | -0.2668464202 |
| Sum | 94624.81431 |
| Variance | 0.2966910087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63592 | |
| 1.164401954 | 1311 | 0.9% |
| 1.082760975 | 1161 | 0.8% |
| 1.049793044 | 886 | 0.6% |
| 1.03324115 | 719 | 0.5% |
| 1.113213566 | 622 | 0.4% |
| 1.023762432 | 616 | 0.4% |
| 1.017830633 | 510 | 0.3% |
| 1.063158942 | 445 | 0.3% |
| 1.013872843 | 425 | 0.3% |
| Other values (17203) | 79713 |
| Value | Count | Frequency (%) |
| 0 | 63592 | |
| 1.000001953 | 1 | < 0.1% |
| 1.000002231 | 1 | < 0.1% |
| 1.000002749 | 1 | < 0.1% |
| 1.000003138 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 117 | |
| 1.470423722 | 1 | < 0.1% |
| 1.470326038 | 1 | < 0.1% |
| 1.464375657 | 1 | < 0.1% |
| 1.463993917 | 1 | < 0.1% |
conn_in_uniq_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.895831852 |
| Minimum | 0 |
|---|---|
| Maximum | 43.69039658 |
| Zeros | 42464 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.206948961 |
| Q3 | 4.210401996 |
| 95-th percentile | 7.964623589 |
| Maximum | 43.69039658 |
| Range | 43.69039658 |
| Interquartile range (IQR) | 4.210401996 |
Descriptive statistics
| Standard deviation | 2.79098844 |
|---|---|
| Coefficient of variation (CV) | 0.9637950622 |
| Kurtosis | 2.582947684 |
| Mean | 2.895831852 |
| Median Absolute Deviation (MAD) | 2.206948961 |
| Skewness | 1.254758667 |
| Sum | 434374.7778 |
| Variance | 7.78961647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42464 | |
| 1.480453014 | 20199 | |
| 2.206948961 | 16766 | 11.2% |
| 2.921812056 | 13846 | 9.2% |
| 3.590290394 | 11357 | 7.6% |
| 4.210401996 | 9015 | 6.0% |
| 4.786566308 | 7190 | 4.8% |
| 5.324077125 | 5600 | 3.7% |
| 5.827795843 | 4533 | 3.0% |
| 6.30189811 | 3503 | 2.3% |
| Other values (87) | 15527 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 42464 | |
| 1.480453014 | 20199 | |
| 2.206948961 | 16766 | 11.2% |
| 2.921812056 | 13846 | 9.2% |
| 3.590290394 | 11357 | 7.6% |
| Value | Count | Frequency (%) |
| 43.69039658 | 1 | |
| 25.349033 | 1 | |
| 24.98883471 | 1 | |
| 24.84175462 | 1 | |
| 24.46614853 | 2 |
data_3g_tv_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 834 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.856140271 |
| Minimum | 0 |
|---|---|
| Maximum | 95.35397496 |
| Zeros | 52992 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.786566308 |
| Q3 | 10.83132398 |
| 95-th percentile | 22.92235283 |
| Maximum | 95.35397496 |
| Range | 95.35397496 |
| Interquartile range (IQR) | 10.83132398 |
Descriptive statistics
| Standard deviation | 8.027577438 |
|---|---|
| Coefficient of variation (CV) | 1.170859568 |
| Kurtosis | 3.17281731 |
| Mean | 6.856140271 |
| Median Absolute Deviation (MAD) | 4.786566308 |
| Skewness | 1.534226414 |
| Sum | 1028421.041 |
| Variance | 64.44199952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 2.206948961 | 5913 | 3.9% |
| 3.590290394 | 5455 | 3.6% |
| 4.786566308 | 4661 | 3.1% |
| 1.480453014 | 4524 | 3.0% |
| 5.827795843 | 3834 | 2.6% |
| 2.921812056 | 3228 | 2.2% |
| 6.749901739 | 3213 | 2.1% |
| 7.578965206 | 2962 | 2.0% |
| 4.210401996 | 2677 | 1.8% |
| Other values (824) | 60541 |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.480453014 | 4524 | 3.0% |
| 2.206948961 | 5913 | 3.9% |
| 2.921812056 | 3228 | 2.2% |
| 3.590290394 | 5455 | 3.6% |
| Value | Count | Frequency (%) |
| 95.35397496 | 1 | |
| 89.97854062 | 1 | |
| 88.41465439 | 1 | |
| 84.65739479 | 1 | |
| 83.41955803 | 1 |
voice_in_fix_tar_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 11780 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.308017985 |
| Minimum | -56.24276892 |
|---|---|
| Maximum | 57.41128098 |
| Zeros | 84352 |
| Zeros (%) | 56.2% |
| Negative | 24787 |
| Negative (%) | 16.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -56.24276892 |
|---|---|
| 5-th percentile | -3.224773489 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.012617846 |
| 95-th percentile | 4.829219731 |
| Maximum | 57.41128098 |
| Range | 113.6540499 |
| Interquartile range (IQR) | 1.012617846 |
Descriptive statistics
| Standard deviation | 3.347417423 |
|---|---|
| Coefficient of variation (CV) | 10.8676038 |
| Kurtosis | 22.74939887 |
| Mean | 0.308017985 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.370090861 |
| Sum | 46202.69775 |
| Variance | 11.2052034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84352 | |
| 1.00095998 | 208 | 0.1% |
| 1.001424332 | 199 | 0.1% |
| 1.09779114 | 195 | 0.1% |
| 1.133248024 | 185 | 0.1% |
| 1.0748555 | 173 | 0.1% |
| 1.164401954 | 171 | 0.1% |
| 1.021352973 | 169 | 0.1% |
| 1.036270046 | 169 | 0.1% |
| 1.054235958 | 169 | 0.1% |
| Other values (11770) | 64010 |
| Value | Count | Frequency (%) |
| -56.24276892 | 1 | |
| -47.84272879 | 1 | |
| -43.19848879 | 1 | |
| -42.10942548 | 1 | |
| -41.1109815 | 1 |
| Value | Count | Frequency (%) |
| 57.41128098 | 1 | |
| 51.74177578 | 1 | |
| 47.05009654 | 1 | |
| 46.90628878 | 1 | |
| 46.36357017 | 1 |
num_act_days_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 505 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9007163713 |
| Minimum | 0 |
|---|---|
| Maximum | 3.365682108 |
| Zeros | 70869 |
| Zeros (%) | 47.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.064320397 |
| Q3 | 1.570408707 |
| 95-th percentile | 2.789928284 |
| Maximum | 3.365682108 |
| Range | 3.365682108 |
| Interquartile range (IQR) | 1.570408707 |
Descriptive statistics
| Standard deviation | 0.9685430362 |
|---|---|
| Coefficient of variation (CV) | 1.075303022 |
| Kurtosis | -0.7157510292 |
| Mean | 0.9007163713 |
| Median Absolute Deviation (MAD) | 1.064320397 |
| Skewness | 0.6277589027 |
| Sum | 135107.4557 |
| Variance | 0.938075613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70869 | |
| 1.064320397 | 11443 | 7.6% |
| 1.10808554 | 5019 | 3.3% |
| 1.139222859 | 2300 | 1.5% |
| 1.23367744 | 1992 | 1.3% |
| 1.207704776 | 1853 | 1.2% |
| 1.251588959 | 1788 | 1.2% |
| 1.26210277 | 1698 | 1.1% |
| 1.340902659 | 1202 | 0.8% |
| 1.412203867 | 1197 | 0.8% |
| Other values (495) | 50639 |
| Value | Count | Frequency (%) |
| 0 | 70869 | |
| 1.064320397 | 11443 | 7.6% |
| 1.10808554 | 5019 | 3.3% |
| 1.126134926 | 5 | < 0.1% |
| 1.139222859 | 2300 | 1.5% |
| Value | Count | Frequency (%) |
| 3.365682108 | 79 | |
| 3.331833468 | 123 | |
| 3.315030046 | 161 | |
| 3.290251909 | 145 | |
| 3.278814373 | 163 |
pay_p2p_in_sum_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 321 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1054469597 |
| Minimum | 0 |
|---|---|
| Maximum | 71.77200956 |
| Zeros | 147404 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 71.77200956 |
| Range | 71.77200956 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9859697615 |
|---|---|
| Coefficient of variation (CV) | 9.350385861 |
| Kurtosis | 388.6049786 |
| Mean | 0.1054469597 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.48677773 |
| Sum | 15817.04396 |
| Variance | 0.9721363706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147404 | |
| 5.988934212 | 202 | 0.1% |
| 1.367400612 | 185 | 0.1% |
| 1.962026024 | 157 | 0.1% |
| 7.773993599 | 116 | 0.1% |
| 9.246543868 | 108 | 0.1% |
| 3.696911934 | 107 | 0.1% |
| 6.749901739 | 107 | 0.1% |
| 2.569415055 | 98 | 0.1% |
| 7.105447662 | 85 | 0.1% |
| Other values (311) | 1431 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 147404 | |
| 1.006406835 | 4 | < 0.1% |
| 1.009040754 | 1 | < 0.1% |
| 1.013872843 | 2 | < 0.1% |
| 1.017830633 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 71.77200956 | 1 | |
| 43.69989044 | 1 | |
| 37.92611431 | 1 | |
| 33.92983422 | 1 | |
| 32.58890589 | 1 |
pay_p2p_in_sum_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 137 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1422359759 |
| Minimum | 0 |
|---|---|
| Maximum | 66.64209178 |
| Zeros | 148896 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 66.64209178 |
| Range | 66.64209178 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.81174895 |
|---|---|
| Coefficient of variation (CV) | 12.73762801 |
| Kurtosis | 223.568811 |
| Mean | 0.1422359759 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.23459115 |
| Sum | 21335.39638 |
| Variance | 3.282434256 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148896 | |
| 22.29933738 | 123 | 0.1% |
| 6.749901739 | 75 | 0.1% |
| 10.26911687 | 68 | < 0.1% |
| 24.76754894 | 65 | < 0.1% |
| 23.99960696 | 64 | < 0.1% |
| 16.45925281 | 59 | < 0.1% |
| 26.17309696 | 58 | < 0.1% |
| 12.79226812 | 43 | < 0.1% |
| 24.38962268 | 40 | < 0.1% |
| Other values (127) | 509 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 148896 | |
| 1.480453014 | 3 | < 0.1% |
| 2.067470177 | 1 | < 0.1% |
| 2.206948961 | 5 | < 0.1% |
| 2.921812056 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 66.64209178 | 1 | |
| 57.19147541 | 1 | |
| 56.33829835 | 1 | |
| 50.67975097 | 1 | |
| 48.7308926 | 1 |
voice_mts_in_nwork_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 103517 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8152348709 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 37180 |
| Zeros (%) | 24.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000005858 |
| median | 1.020440687 |
| Q3 | 1.081031348 |
| 95-th percentile | 1.286107904 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.08102549 |
Descriptive statistics
| Standard deviation | 0.4770622591 |
|---|---|
| Coefficient of variation (CV) | 0.5851838239 |
| Kurtosis | -0.6878894317 |
| Mean | 0.8152348709 |
| Median Absolute Deviation (MAD) | 0.05980692458 |
| Skewness | -1.022103769 |
| Sum | 122285.2306 |
| Variance | 0.2275883991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37180 | 24.8% |
| 1.480453014 | 2144 | 1.4% |
| 1.082760975 | 49 | < 0.1% |
| 1.164401954 | 47 | < 0.1% |
| 1.049793044 | 39 | < 0.1% |
| 1.03324115 | 39 | < 0.1% |
| 1.023762432 | 32 | < 0.1% |
| 1.013872843 | 25 | < 0.1% |
| 1.260942818 | 24 | < 0.1% |
| 1.063158942 | 22 | < 0.1% |
| Other values (103507) | 110399 |
| Value | Count | Frequency (%) |
| 0 | 37180 | |
| 1 | 1 | < 0.1% |
| 1.000000004 | 1 | < 0.1% |
| 1.000000007 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2144 | |
| 1.479692242 | 1 | < 0.1% |
| 1.479141752 | 1 | < 0.1% |
| 1.479139213 | 1 | < 0.1% |
| 1.479090859 | 1 | < 0.1% |
goodok_clc_td_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
num_act_days_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 497 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10052301 |
| Minimum | -1.392220296 |
|---|---|
| Maximum | 1.399255589 |
| Zeros | 71735 |
| Zeros (%) | 47.8% |
| Negative | 32768 |
| Negative (%) | 21.8% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.392220296 |
|---|---|
| 5-th percentile | -1.024071269 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000584711 |
| 95-th percentile | 1.168195363 |
| Maximum | 1.399255589 |
| Range | 2.791475884 |
| Interquartile range (IQR) | 1.000584711 |
Descriptive statistics
| Standard deviation | 0.7541923445 |
|---|---|
| Coefficient of variation (CV) | 7.502683663 |
| Kurtosis | -1.015525405 |
| Mean | 0.10052301 |
| Median Absolute Deviation (MAD) | 1.000048562 |
| Skewness | -0.05991270772 |
| Sum | 15078.45149 |
| Variance | 0.5688060926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 71735 | |
| 1.001424332 | 1871 | 1.2% |
| 1.000584711 | 1731 | 1.2% |
| -1.001424332 | 1597 | 1.1% |
| -1.00095998 | 1577 | 1.1% |
| 1.00095998 | 1520 | 1.0% |
| 1.000108887 | 1508 | 1.0% |
| -1.000300379 | 1410 | 0.9% |
| -1.000584711 | 1363 | 0.9% |
| 1.000012183 | 1354 | 0.9% |
| Other values (487) | 64334 |
| Value | Count | Frequency (%) |
| -1.392220296 | 2 | < 0.1% |
| -1.385208506 | 1 | < 0.1% |
| -1.382876573 | 1 | < 0.1% |
| -1.380547345 | 2 | < 0.1% |
| -1.375897095 | 5 |
| Value | Count | Frequency (%) |
| 1.399255589 | 79 | |
| 1.396907917 | 148 | |
| 1.394562812 | 162 | |
| 1.392220296 | 169 | |
| 1.38988039 | 154 |
ks_num_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1091 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3829952879 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 95031 |
| Zeros (%) | 63.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.011100838 |
| 95-th percentile | 1.093257952 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.011100838 |
Descriptive statistics
| Standard deviation | 0.5049190785 |
|---|---|
| Coefficient of variation (CV) | 1.318342796 |
| Kurtosis | -1.641273081 |
| Mean | 0.3829952879 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5725590867 |
| Sum | 57449.29318 |
| Variance | 0.2549432759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 95031 | |
| 1.03324115 | 2821 | 1.9% |
| 1.049793044 | 2772 | 1.8% |
| 1.023762432 | 2603 | 1.7% |
| 1.082760975 | 2398 | 1.6% |
| 1.017830633 | 2380 | 1.6% |
| 1.013872843 | 2037 | 1.4% |
| 1.011100838 | 1853 | 1.2% |
| 1.00908403 | 1763 | 1.2% |
| 1.164401954 | 1594 | 1.1% |
| Other values (1081) | 34748 | 23.2% |
| Value | Count | Frequency (%) |
| 0 | 95031 | |
| 1.000032841 | 1 | < 0.1% |
| 1.000053671 | 1 | < 0.1% |
| 1.000068302 | 1 | < 0.1% |
| 1.000072432 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 175 | |
| 1.411976411 | 1 | < 0.1% |
| 1.411976411 | 2 | < 0.1% |
| 1.404481711 | 1 | < 0.1% |
| 1.395148847 | 3 | < 0.1% |
all_home_clc_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 955 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1227959236 |
| Minimum | 0 |
|---|---|
| Maximum | 52.06788685 |
| Zeros | 145568 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52.06788685 |
| Range | 52.06788685 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9674257127 |
|---|---|
| Coefficient of variation (CV) | 7.878321075 |
| Kurtosis | 252.3996532 |
| Mean | 0.1227959236 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.98167547 |
| Sum | 18419.38854 |
| Variance | 0.9359125095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145568 | |
| 1.604773951 | 596 | 0.4% |
| 1.604273725 | 515 | 0.3% |
| 2.463172916 | 300 | 0.2% |
| 2.46360592 | 172 | 0.1% |
| 4.0319091 | 129 | 0.1% |
| 2.462595556 | 109 | 0.1% |
| 1.00000001 | 107 | 0.1% |
| 4.497536115 | 87 | 0.1% |
| 3.281747174 | 84 | 0.1% |
| Other values (945) | 2333 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 145568 | |
| 1.00000001 | 107 | 0.1% |
| 1.00000004 | 14 | < 0.1% |
| 1.00000009 | 5 | < 0.1% |
| 1.00000016 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.06788685 | 1 | |
| 39.89469995 | 1 | |
| 33.94122085 | 1 | |
| 30.32646252 | 1 | |
| 28.59872275 | 1 |
block_all_dur_std_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 389 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2887909755 |
| Minimum | 0 |
|---|---|
| Maximum | 163.1660081 |
| Zeros | 149585 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 163.1660081 |
| Range | 163.1660081 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.866828969 |
|---|---|
| Coefficient of variation (CV) | 20.31513955 |
| Kurtosis | 464.6984765 |
| Mean | 0.2887909755 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.18792573 |
| Sum | 43318.64633 |
| Variance | 34.41968215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149585 | |
| 1.480453014 | 19 | < 0.1% |
| 1.164401954 | 7 | < 0.1% |
| 14.42168393 | 2 | < 0.1% |
| 9.354248899 | 2 | < 0.1% |
| 108.5918074 | 2 | < 0.1% |
| 111.9674213 | 1 | < 0.1% |
| 155.246711 | 1 | < 0.1% |
| 106.9763554 | 1 | < 0.1% |
| 100.2732132 | 1 | < 0.1% |
| Other values (379) | 379 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 149585 | |
| 1.164401954 | 7 | < 0.1% |
| 1.207704776 | 1 | < 0.1% |
| 1.480453014 | 19 | < 0.1% |
| 1.7768194 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 163.1660081 | 1 | |
| 162.8127365 | 1 | |
| 161.940919 | 1 | |
| 161.3368104 | 1 | |
| 160.9778965 | 1 |
voice_out_td_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 325 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.385968259 |
| Minimum | 0 |
|---|---|
| Maximum | 45.9820024 |
| Zeros | 32341 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.206948961 |
| median | 7.964623589 |
| Q3 | 13.43521855 |
| 95-th percentile | 20.31118337 |
| Maximum | 45.9820024 |
| Range | 45.9820024 |
| Interquartile range (IQR) | 11.22826959 |
Descriptive statistics
| Standard deviation | 6.827864953 |
|---|---|
| Coefficient of variation (CV) | 0.8142011443 |
| Kurtosis | -0.5485749272 |
| Mean | 8.385968259 |
| Median Absolute Deviation (MAD) | 5.757674628 |
| Skewness | 0.4613796439 |
| Sum | 1257895.239 |
| Variance | 46.61973981 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32341 | 21.6% |
| 1.480453014 | 5048 | 3.4% |
| 2.206948961 | 4161 | 2.8% |
| 2.921812056 | 3708 | 2.5% |
| 3.590290394 | 3674 | 2.4% |
| 4.786566308 | 3376 | 2.3% |
| 4.210401996 | 3348 | 2.2% |
| 5.324077125 | 3287 | 2.2% |
| 5.827795843 | 3057 | 2.0% |
| 6.30189811 | 3008 | 2.0% |
| Other values (315) | 84992 |
| Value | Count | Frequency (%) |
| 0 | 32341 | |
| 1.480453014 | 5048 | 3.4% |
| 2.206948961 | 4161 | 2.8% |
| 2.921812056 | 3708 | 2.5% |
| 3.590290394 | 3674 | 2.4% |
| Value | Count | Frequency (%) |
| 45.9820024 | 1 | |
| 45.63381924 | 1 | |
| 42.89126656 | 1 | |
| 40.27780272 | 1 | |
| 40.03803976 | 1 |
ama_volume_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1598 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03106000001 |
| Minimum | 0 |
|---|---|
| Maximum | 1.000000023 |
| Zeros | 145341 |
| Zeros (%) | 96.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.000000023 |
| Range | 1.000000023 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1734804803 |
|---|---|
| Coefficient of variation (CV) | 5.585334201 |
| Kurtosis | 27.22875343 |
| Mean | 0.03106000001 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.406328734 |
| Sum | 4659.000001 |
| Variance | 0.03009547705 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145341 | |
| 1 | 570 | 0.4% |
| 1 | 449 | 0.3% |
| 1 | 201 | 0.1% |
| 1 | 194 | 0.1% |
| 1 | 160 | 0.1% |
| 1 | 156 | 0.1% |
| 1 | 96 | 0.1% |
| 1 | 81 | 0.1% |
| 1 | 81 | 0.1% |
| Other values (1588) | 2671 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 145341 | |
| 1 | 201 | 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000000023 | 1 | |
| 1.000000015 | 1 | |
| 1.000000014 | 1 | |
| 1.000000014 | 1 | |
| 1.000000012 | 1 |
voice_in_roam_clc_std_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009165865771 |
| Minimum | 0 |
|---|---|
| Maximum | 24.94862077 |
| Zeros | 149854 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24.94862077 |
| Range | 24.94862077 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3204223092 |
|---|---|
| Coefficient of variation (CV) | 34.95821532 |
| Kurtosis | 1911.599994 |
| Mean | 0.009165865771 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 41.00335908 |
| Sum | 1374.879866 |
| Variance | 0.1026704562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149854 | |
| 5.790808077 | 57 | < 0.1% |
| 8.182257456 | 23 | < 0.1% |
| 11.00444862 | 15 | < 0.1% |
| 15.70535781 | 14 | < 0.1% |
| 8.976568503 | 5 | < 0.1% |
| 11.30259123 | 5 | < 0.1% |
| 9.374469732 | 3 | < 0.1% |
| 13.16129103 | 2 | < 0.1% |
| 16.03378068 | 1 | < 0.1% |
| Other values (21) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149854 | |
| 4.845219688 | 1 | < 0.1% |
| 5.790808077 | 57 | < 0.1% |
| 5.790808077 | 1 | < 0.1% |
| 8.182257456 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.94862077 | 1 | |
| 21.11664562 | 1 | |
| 20.69930162 | 1 | |
| 19.05643726 | 1 | |
| 17.4314291 | 1 |
all_clc_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 89940 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1362235295 |
| Minimum | -24.22145426 |
|---|---|
| Maximum | 23.37549225 |
| Zeros | 26507 |
| Zeros (%) | 17.7% |
| Negative | 58922 |
| Negative (%) | 39.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -24.22145426 |
|---|---|
| 5-th percentile | -3.836298086 |
| Q1 | -1.396863161 |
| median | 0 |
| Q3 | 1.646121803 |
| 95-th percentile | 4.129325709 |
| Maximum | 23.37549225 |
| Range | 47.59694651 |
| Interquartile range (IQR) | 3.042984964 |
Descriptive statistics
| Standard deviation | 2.662923723 |
|---|---|
| Coefficient of variation (CV) | 19.54819209 |
| Kurtosis | 4.159649402 |
| Mean | 0.1362235295 |
| Median Absolute Deviation (MAD) | 1.517568303 |
| Skewness | 0.1501035987 |
| Sum | 20433.52943 |
| Variance | 7.091162754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26507 | 17.7% |
| 1.00041444 | 205 | 0.1% |
| 1.001958276 | 203 | 0.1% |
| -1.001958276 | 200 | 0.1% |
| 1.471626307 | 200 | 0.1% |
| 1.001321381 | 196 | 0.1% |
| 2.428039362 | 195 | 0.1% |
| 1.000805781 | 188 | 0.1% |
| -1.946392451 | 185 | 0.1% |
| -1.471626307 | 182 | 0.1% |
| Other values (89930) | 121739 |
| Value | Count | Frequency (%) |
| -24.22145426 | 1 | |
| -19.24379226 | 1 | |
| -18.5003981 | 1 | |
| -18.06817664 | 1 | |
| -18.01396979 | 1 |
| Value | Count | Frequency (%) |
| 23.37549225 | 1 | |
| 22.9561765 | 1 | |
| 22.26067819 | 1 | |
| 22.25791238 | 1 | |
| 21.7312002 | 1 |
num_act_days_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.930827036 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 2530 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.921812056 |
| Q1 | 5.324077125 |
| median | 5.324077125 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9948224774 |
|---|---|
| Coefficient of variation (CV) | 0.2017557035 |
| Kurtosis | 10.6380986 |
| Mean | 4.930827036 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.205593245 |
| Sum | 739624.0555 |
| Variance | 0.9896717616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.324077125 | 116579 | |
| 4.786566308 | 11767 | 7.8% |
| 4.210401996 | 6585 | 4.4% |
| 3.590290394 | 4560 | 3.0% |
| 2.921812056 | 3419 | 2.3% |
| 0 | 2530 | 1.7% |
| 2.206948961 | 2460 | 1.6% |
| 1.480453014 | 2100 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 2530 | |
| 1.480453014 | 2100 | |
| 2.206948961 | 2460 | |
| 2.921812056 | 3419 | |
| 3.590290394 | 4560 |
| Value | Count | Frequency (%) |
| 5.324077125 | 116579 | |
| 4.786566308 | 11767 | 7.8% |
| 4.210401996 | 6585 | 4.4% |
| 3.590290394 | 4560 | 3.0% |
| 2.921812056 | 3419 | 2.3% |
data_3g_tar_vol_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 108509 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.207013073 |
| Minimum | -266.732785 |
|---|---|
| Maximum | 262.5359236 |
| Zeros | 40300 |
| Zeros (%) | 26.9% |
| Negative | 50141 |
| Negative (%) | 33.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -266.732785 |
|---|---|
| 5-th percentile | -140.9853854 |
| Q1 | -59.94335686 |
| median | 0 |
| Q3 | 81.03159466 |
| 95-th percentile | 143.9389681 |
| Maximum | 262.5359236 |
| Range | 529.2687086 |
| Interquartile range (IQR) | 140.9749515 |
Descriptive statistics
| Standard deviation | 88.09577636 |
|---|---|
| Coefficient of variation (CV) | 14.19294197 |
| Kurtosis | -0.7249943977 |
| Mean | 6.207013073 |
| Median Absolute Deviation (MAD) | 72.27302914 |
| Skewness | -0.09054271028 |
| Sum | 931051.9609 |
| Variance | 7760.865812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40300 | 26.9% |
| -1.000108887 | 23 | < 0.1% |
| 1.001424332 | 23 | < 0.1% |
| 1.00095998 | 22 | < 0.1% |
| -1.000584711 | 20 | < 0.1% |
| -1.000300379 | 18 | < 0.1% |
| 1.002613096 | 17 | < 0.1% |
| -1.001424332 | 17 | < 0.1% |
| -1.00095998 | 17 | < 0.1% |
| -1.001181135 | 15 | < 0.1% |
| Other values (108499) | 109528 |
| Value | Count | Frequency (%) |
| -266.732785 | 1 | |
| -264.9680602 | 1 | |
| -251.8721953 | 1 | |
| -246.8330916 | 1 | |
| -240.4063007 | 1 |
| Value | Count | Frequency (%) |
| 262.5359236 | 1 | |
| 244.0298884 | 1 | |
| 243.7904168 | 1 | |
| 243.2731526 | 1 | |
| 243.1390334 | 1 |
data_3g_dou_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.072946092 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 98223 |
| Zeros (%) | 65.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.206948961 |
| 95-th percentile | 4.786566308 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 2.206948961 |
Descriptive statistics
| Standard deviation | 1.679402786 |
|---|---|
| Coefficient of variation (CV) | 1.565225689 |
| Kurtosis | 0.3817865753 |
| Mean | 1.072946092 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.322840976 |
| Sum | 160941.9138 |
| Variance | 2.820393716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 98223 | |
| 1.480453014 | 12621 | 8.4% |
| 2.206948961 | 9941 | 6.6% |
| 2.921812056 | 7314 | 4.9% |
| 5.324077125 | 6876 | 4.6% |
| 3.590290394 | 5731 | 3.8% |
| 4.210401996 | 4726 | 3.2% |
| 4.786566308 | 4568 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 98223 | |
| 1.480453014 | 12621 | 8.4% |
| 2.206948961 | 9941 | 6.6% |
| 2.921812056 | 7314 | 4.9% |
| 3.590290394 | 5731 | 3.8% |
| Value | Count | Frequency (%) |
| 5.324077125 | 6876 | |
| 4.786566308 | 4568 | |
| 4.210401996 | 4726 | |
| 3.590290394 | 5731 | |
| 2.921812056 | 7314 |
clc_no_vas_roam_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 19732 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.10912334 |
| Minimum | 0 |
|---|---|
| Maximum | 48.09603192 |
| Zeros | 74073 |
| Zeros (%) | 49.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000015151 |
| Q3 | 15.9956774 |
| 95-th percentile | 22.47718297 |
| Maximum | 48.09603192 |
| Range | 48.09603192 |
| Interquartile range (IQR) | 15.9956774 |
Descriptive statistics
| Standard deviation | 8.541814382 |
|---|---|
| Coefficient of variation (CV) | 1.201528511 |
| Kurtosis | -0.8761469111 |
| Mean | 7.10912334 |
| Median Absolute Deviation (MAD) | 1.000015151 |
| Skewness | 0.6919979059 |
| Sum | 1066368.501 |
| Variance | 72.96259294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74073 | |
| 15.9956774 | 5946 | 4.0% |
| 22.47718447 | 2863 | 1.9% |
| 16.30699057 | 2625 | 1.8% |
| 16.60928707 | 2502 | 1.7% |
| 19.24085122 | 2485 | 1.7% |
| 14.64753823 | 2426 | 1.6% |
| 17.18929345 | 2115 | 1.4% |
| 14.64746474 | 1870 | 1.2% |
| 18.00443005 | 1374 | 0.9% |
| Other values (19722) | 51721 |
| Value | Count | Frequency (%) |
| 0 | 74073 | |
| 1 | 11 | < 0.1% |
| 1.000000002 | 559 | 0.4% |
| 1.000000003 | 109 | 0.1% |
| 1.000000007 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.09603192 | 2 | |
| 47.04900944 | 3 | |
| 46.71487617 | 1 | < 0.1% |
| 46.46736798 | 1 | < 0.1% |
| 45.30294609 | 4 |
all_home_clc_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 10213 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.566216569 |
| Minimum | 0 |
|---|---|
| Maximum | 54.62828604 |
| Zeros | 89709 |
| Zeros (%) | 59.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3.735937808 |
| 95-th percentile | 12.91911298 |
| Maximum | 54.62828604 |
| Range | 54.62828604 |
| Interquartile range (IQR) | 3.735937808 |
Descriptive statistics
| Standard deviation | 4.579940107 |
|---|---|
| Coefficient of variation (CV) | 1.78470522 |
| Kurtosis | 6.109729869 |
| Mean | 2.566216569 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.338430857 |
| Sum | 384932.4854 |
| Variance | 20.97585138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 89709 | |
| 1.604773951 | 6583 | 4.4% |
| 4.497536115 | 5865 | 3.9% |
| 1.604273725 | 3987 | 2.7% |
| 5.750474527 | 1614 | 1.1% |
| 7.165976416 | 1607 | 1.1% |
| 2.463172916 | 1313 | 0.9% |
| 2.46360592 | 1251 | 0.8% |
| 9.181785673 | 890 | 0.6% |
| 2.462595556 | 824 | 0.5% |
| Other values (10203) | 36357 |
| Value | Count | Frequency (%) |
| 0 | 89709 | |
| 1.00000001 | 757 | 0.5% |
| 1.00000004 | 114 | 0.1% |
| 1.00000009 | 27 | < 0.1% |
| 1.00000016 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.62828604 | 1 | |
| 49.10800854 | 1 | |
| 40.0203099 | 1 | |
| 39.35451101 | 1 | |
| 37.61430581 | 1 |
voice_in_fix_tar_dur_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 11619 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.977989454 |
| Minimum | 0 |
|---|---|
| Maximum | 83.05747996 |
| Zeros | 107880 |
| Zeros (%) | 71.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4.659639159 |
| 95-th percentile | 22.65934694 |
| Maximum | 83.05747996 |
| Range | 83.05747996 |
| Interquartile range (IQR) | 4.659639159 |
Descriptive statistics
| Standard deviation | 8.319680466 |
|---|---|
| Coefficient of variation (CV) | 2.091428487 |
| Kurtosis | 7.803425015 |
| Mean | 3.977989454 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.642947902 |
| Sum | 596698.418 |
| Variance | 69.21708306 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107880 | |
| 1.164401954 | 882 | 0.6% |
| 5.579883184 | 652 | 0.4% |
| 6.068314762 | 650 | 0.4% |
| 6.5289656 | 583 | 0.4% |
| 5.059834182 | 582 | 0.4% |
| 6.749901739 | 581 | 0.4% |
| 6.30189811 | 570 | 0.4% |
| 5.827795843 | 557 | 0.4% |
| 4.210401996 | 504 | 0.3% |
| Other values (11609) | 36559 | 24.4% |
| Value | Count | Frequency (%) |
| 0 | 107880 | |
| 1.164401954 | 882 | 0.6% |
| 1.207704776 | 43 | < 0.1% |
| 1.356301179 | 4 | < 0.1% |
| 1.45108808 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 83.05747996 | 1 | |
| 74.21394088 | 1 | |
| 72.21724783 | 1 | |
| 71.48676183 | 1 | |
| 71.42594941 | 1 |
voice_in_cmpttrs_avg_durstd_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 96447 |
|---|---|
| Distinct (%) | 64.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.7601033 |
| Minimum | 0 |
|---|---|
| Maximum | 50.64422849 |
| Zeros | 33653 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.527878659 |
| median | 14.16005806 |
| Q3 | 22.45639531 |
| 95-th percentile | 35.38270776 |
| Maximum | 50.64422849 |
| Range | 50.64422849 |
| Interquartile range (IQR) | 16.92851665 |
Descriptive statistics
| Standard deviation | 11.40184752 |
|---|---|
| Coefficient of variation (CV) | 0.7724774878 |
| Kurtosis | -0.5843254321 |
| Mean | 14.7601033 |
| Median Absolute Deviation (MAD) | 8.437466374 |
| Skewness | 0.390639472 |
| Sum | 2214015.496 |
| Variance | 130.0021269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33653 | 22.4% |
| 5.579883184 | 223 | 0.1% |
| 6.30189811 | 196 | 0.1% |
| 6.965059041 | 190 | 0.1% |
| 6.5289656 | 189 | 0.1% |
| 7.964623589 | 178 | 0.1% |
| 6.068314762 | 173 | 0.1% |
| 5.827795843 | 171 | 0.1% |
| 5.059834182 | 167 | 0.1% |
| 5.324077125 | 165 | 0.1% |
| Other values (96437) | 114695 |
| Value | Count | Frequency (%) |
| 0 | 33653 | |
| 1.160634205 | 1 | < 0.1% |
| 1.164401954 | 81 | 0.1% |
| 1.207704776 | 3 | < 0.1% |
| 1.242322698 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50.64422849 | 1 | |
| 50.58575841 | 1 | |
| 50.35484456 | 1 | |
| 48.68931669 | 1 | |
| 48.6778397 | 1 |
voice_out_td_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3643 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.812262822 |
| Minimum | 0 |
|---|---|
| Maximum | 45.84475479 |
| Zeros | 11675 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.482314824 |
| median | 8.45305893 |
| Q3 | 13.15467251 |
| 95-th percentile | 19.52497633 |
| Maximum | 45.84475479 |
| Range | 45.84475479 |
| Interquartile range (IQR) | 9.672357687 |
Descriptive statistics
| Standard deviation | 6.17644509 |
|---|---|
| Coefficient of variation (CV) | 0.7008920654 |
| Kurtosis | -0.3867352603 |
| Mean | 8.812262822 |
| Median Absolute Deviation (MAD) | 4.825340881 |
| Skewness | 0.4439437861 |
| Sum | 1321839.423 |
| Variance | 38.14847395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11675 | 7.8% |
| 1.006406835 | 2081 | 1.4% |
| 1.023762432 | 1399 | 0.9% |
| 1.049793044 | 1151 | 0.8% |
| 1.082760975 | 944 | 0.6% |
| 1.121317553 | 843 | 0.6% |
| 1.164401954 | 763 | 0.5% |
| 1.211169962 | 698 | 0.5% |
| 1.260942818 | 667 | 0.4% |
| 1.480453014 | 613 | 0.4% |
| Other values (3633) | 129166 |
| Value | Count | Frequency (%) |
| 0 | 11675 | |
| 1.006406835 | 2081 | 1.4% |
| 1.00757098 | 32 | < 0.1% |
| 1.00908403 | 28 | < 0.1% |
| 1.011100838 | 48 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.84475479 | 1 | |
| 39.71016319 | 1 | |
| 38.93879581 | 1 | |
| 38.07186432 | 1 | |
| 37.91681088 | 1 |
voice_in_cmpttrs_td_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2662 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1759693893 |
| Minimum | -9.392345667 |
|---|---|
| Maximum | 12.21445687 |
| Zeros | 20249 |
| Zeros (%) | 13.5% |
| Negative | 55388 |
| Negative (%) | 36.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -9.392345667 |
|---|---|
| 5-th percentile | -1.240430812 |
| Q1 | -1.004137058 |
| median | 0 |
| Q3 | 1.026925896 |
| 95-th percentile | 1.553931335 |
| Maximum | 12.21445687 |
| Range | 21.60680254 |
| Interquartile range (IQR) | 2.031062954 |
Descriptive statistics
| Standard deviation | 1.14075877 |
|---|---|
| Coefficient of variation (CV) | 6.48271142 |
| Kurtosis | 0.4476746464 |
| Mean | 0.1759693893 |
| Median Absolute Deviation (MAD) | 1.011924485 |
| Skewness | 0.004687340111 |
| Sum | 26395.4084 |
| Variance | 1.301330571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20249 | 13.5% |
| 1.001424332 | 1645 | 1.1% |
| 1.00095998 | 1589 | 1.1% |
| 1.000584711 | 1470 | 1.0% |
| 1.000108887 | 1432 | 1.0% |
| 1.000012183 | 1419 | 0.9% |
| 1.000300379 | 1419 | 0.9% |
| -1.001424332 | 1403 | 0.9% |
| -1.000300379 | 1342 | 0.9% |
| -1.000012183 | 1336 | 0.9% |
| Other values (2652) | 116696 |
| Value | Count | Frequency (%) |
| -9.392345667 | 1 | |
| -9.135971443 | 1 | |
| -8.915673336 | 1 | |
| -8.368813193 | 1 | |
| -7.472047109 | 1 |
| Value | Count | Frequency (%) |
| 12.21445687 | 1 | |
| 11.35395572 | 1 | |
| 9.988018523 | 1 | |
| 9.339638992 | 1 | |
| 8.986211708 | 1 |
goodok_clc_mea_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
abon_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1087 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05593951177 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 144184 |
| Zeros (%) | 96.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2791033685 |
|---|---|
| Coefficient of variation (CV) | 4.989377985 |
| Kurtosis | 21.15946086 |
| Mean | 0.05593951177 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.805470851 |
| Sum | 8390.926765 |
| Variance | 0.0778986903 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144184 | |
| 1.480453014 | 3465 | 2.3% |
| 1.462337126 | 201 | 0.1% |
| 1.47648215 | 75 | 0.1% |
| 1.435460395 | 71 | < 0.1% |
| 1.44763168 | 56 | < 0.1% |
| 1.438220764 | 41 | < 0.1% |
| 1.470226937 | 37 | < 0.1% |
| 1.434608471 | 33 | < 0.1% |
| 1.396629553 | 32 | < 0.1% |
| Other values (1077) | 1805 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 144184 | |
| 1.000000025 | 1 | < 0.1% |
| 1.000000068 | 1 | < 0.1% |
| 1.000000077 | 1 | < 0.1% |
| 1.000000176 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 3465 | |
| 1.480452674 | 25 | < 0.1% |
| 1.48045267 | 1 | < 0.1% |
| 1.480452589 | 3 | < 0.1% |
| 1.480452549 | 4 | < 0.1% |
clc_no_vas_roam_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 62180 |
|---|---|
| Distinct (%) | 41.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1142331352 |
| Minimum | -23.55216651 |
|---|---|
| Maximum | 20.34920539 |
| Zeros | 38882 |
| Zeros (%) | 25.9% |
| Negative | 53074 |
| Negative (%) | 35.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -23.55216651 |
|---|---|
| 5-th percentile | -3.539628456 |
| Q1 | -1.264147598 |
| median | 0 |
| Q3 | 1.471626307 |
| 95-th percentile | 3.785684425 |
| Maximum | 20.34920539 |
| Range | 43.9013719 |
| Interquartile range (IQR) | 2.735773905 |
Descriptive statistics
| Standard deviation | 2.376364937 |
|---|---|
| Coefficient of variation (CV) | 20.80276387 |
| Kurtosis | 3.667503061 |
| Mean | 0.1142331352 |
| Median Absolute Deviation (MAD) | 1.360381882 |
| Skewness | 0.1741956251 |
| Sum | 17134.97027 |
| Variance | 5.647110313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38882 | 25.9% |
| 2.428039362 | 374 | 0.2% |
| -1.946392451 | 343 | 0.2% |
| 1.471626307 | 335 | 0.2% |
| -1.471626307 | 328 | 0.2% |
| -1.996829027 | 311 | 0.2% |
| 1.996829027 | 300 | 0.2% |
| -1.086879225 | 299 | 0.2% |
| -1.500187047 | 299 | 0.2% |
| -1.255744213 | 276 | 0.2% |
| Other values (62170) | 108253 |
| Value | Count | Frequency (%) |
| -23.55216651 | 1 | < 0.1% |
| -18.06107811 | 1 | < 0.1% |
| -16.70066505 | 1 | < 0.1% |
| -16.36688122 | 1 | < 0.1% |
| -16.28337033 | 3 |
| Value | Count | Frequency (%) |
| 20.34920539 | 1 | |
| 20.07784461 | 1 | |
| 19.58146311 | 1 | |
| 19.57765998 | 1 | |
| 17.36748321 | 1 |
conn_in_uniq_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 6492 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.503059825 |
| Minimum | 0 |
|---|---|
| Maximum | 24.5733637 |
| Zeros | 4512 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.10808554 |
| Q1 | 1.670092315 |
| median | 2.254670508 |
| Q3 | 3.062151174 |
| 95-th percentile | 4.848572678 |
| Maximum | 24.5733637 |
| Range | 24.5733637 |
| Interquartile range (IQR) | 1.392058859 |
Descriptive statistics
| Standard deviation | 1.320763126 |
|---|---|
| Coefficient of variation (CV) | 0.5276594322 |
| Kurtosis | 11.32729359 |
| Mean | 2.503059825 |
| Median Absolute Deviation (MAD) | 0.6636372355 |
| Skewness | 1.995927882 |
| Sum | 375458.9737 |
| Variance | 1.744415235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4512 | 3.0% |
| 1.064320397 | 1969 | 1.3% |
| 1.26210277 | 1331 | 0.9% |
| 1.10808554 | 1287 | 0.9% |
| 1.412203867 | 1252 | 0.8% |
| 1.340902659 | 1207 | 0.8% |
| 1.59627656 | 1124 | 0.7% |
| 1.477823573 | 1062 | 0.7% |
| 1.751101376 | 1045 | 0.7% |
| 1.701978147 | 1029 | 0.7% |
| Other values (6482) | 134182 |
| Value | Count | Frequency (%) |
| 0 | 4512 | |
| 1.064320397 | 1969 | |
| 1.069446038 | 38 | < 0.1% |
| 1.075498494 | 37 | < 0.1% |
| 1.082760975 | 57 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.5733637 | 1 | |
| 22.662936 | 1 | |
| 22.63308188 | 1 | |
| 22.36955792 | 1 | |
| 21.89665171 | 1 |
non_accum_internet_vol_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 112524 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 144.3810042 |
| Minimum | -22.10908027 |
|---|---|
| Maximum | 390.1456134 |
| Zeros | 31464 |
| Zeros (%) | 21.0% |
| Negative | 15 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -22.10908027 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.79226812 |
| median | 182.0759644 |
| Q3 | 228.5970851 |
| 95-th percentile | 272.2594117 |
| Maximum | 390.1456134 |
| Range | 412.2546937 |
| Interquartile range (IQR) | 215.804817 |
Descriptive statistics
| Standard deviation | 101.8408317 |
|---|---|
| Coefficient of variation (CV) | 0.705361708 |
| Kurtosis | -1.427889961 |
| Mean | 144.3810042 |
| Median Absolute Deviation (MAD) | 65.0118774 |
| Skewness | -0.3723557579 |
| Sum | 21657150.63 |
| Variance | 10371.555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31464 | 21.0% |
| 1.480453014 | 1044 | 0.7% |
| 2.206948961 | 306 | 0.2% |
| 2.921812056 | 227 | 0.2% |
| 4.786566308 | 164 | 0.1% |
| 3.590290394 | 163 | 0.1% |
| 4.210401996 | 136 | 0.1% |
| 22.29933738 | 123 | 0.1% |
| 5.324077125 | 107 | 0.1% |
| 5.827795843 | 105 | 0.1% |
| Other values (112514) | 116161 |
| Value | Count | Frequency (%) |
| -22.10908027 | 1 | |
| -21.52994836 | 1 | |
| -20.92424371 | 1 | |
| -20.34520313 | 1 | |
| -16.73153279 | 1 |
| Value | Count | Frequency (%) |
| 390.1456134 | 1 | |
| 378.7587435 | 1 | |
| 366.0646303 | 1 | |
| 362.6641803 | 1 | |
| 361.263391 | 1 |
conn_out_uniq_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.412386527 |
| Minimum | 0 |
|---|---|
| Maximum | 51.0909787 |
| Zeros | 64537 |
| Zeros (%) | 43.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.480453014 |
| Q3 | 4.210401996 |
| 95-th percentile | 7.964623589 |
| Maximum | 51.0909787 |
| Range | 51.0909787 |
| Interquartile range (IQR) | 4.210401996 |
Descriptive statistics
| Standard deviation | 2.831947283 |
|---|---|
| Coefficient of variation (CV) | 1.173919375 |
| Kurtosis | 2.61043757 |
| Mean | 2.412386527 |
| Median Absolute Deviation (MAD) | 1.480453014 |
| Skewness | 1.345885481 |
| Sum | 361857.9791 |
| Variance | 8.019925415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 64537 | |
| 1.480453014 | 13927 | 9.3% |
| 2.206948961 | 12208 | 8.1% |
| 2.921812056 | 10691 | 7.1% |
| 3.590290394 | 9067 | 6.0% |
| 4.210401996 | 7448 | 5.0% |
| 4.786566308 | 6222 | 4.1% |
| 5.324077125 | 4824 | 3.2% |
| 5.827795843 | 3969 | 2.6% |
| 6.30189811 | 3161 | 2.1% |
| Other values (84) | 13946 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 64537 | |
| 1.480453014 | 13927 | 9.3% |
| 2.206948961 | 12208 | 8.1% |
| 2.921812056 | 10691 | 7.1% |
| 3.590290394 | 9067 | 6.0% |
| Value | Count | Frequency (%) |
| 51.0909787 | 1 | |
| 29.07216692 | 1 | |
| 28.19555496 | 1 | |
| 25.27782888 | 1 | |
| 25.13417803 | 1 |
gprs_clc_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001774042714 |
| Minimum | 0 |
|---|---|
| Maximum | 12.21037855 |
| Zeros | 149954 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12.21037855 |
| Range | 12.21037855 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1104034468 |
|---|---|
| Coefficient of variation (CV) | 62.23268802 |
| Kurtosis | 6113.673687 |
| Mean | 0.001774042714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 73.41092963 |
| Sum | 266.1064071 |
| Variance | 0.01218892106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149954 | |
| 4.497536115 | 18 | < 0.1% |
| 3.539668309 | 9 | < 0.1% |
| 9.181785673 | 4 | < 0.1% |
| 7.165976416 | 3 | < 0.1% |
| 4.497939569 | 3 | < 0.1% |
| 8.921939477 | 2 | < 0.1% |
| 5.7508689 | 2 | < 0.1% |
| 11.23923554 | 1 | < 0.1% |
| 12.21037855 | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149954 | |
| 3.539668309 | 9 | < 0.1% |
| 4.497536115 | 18 | < 0.1% |
| 4.497939569 | 3 | < 0.1% |
| 5.750474527 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12.21037855 | 1 | < 0.1% |
| 12.20938997 | 1 | < 0.1% |
| 11.23923554 | 1 | < 0.1% |
| 10.81975628 | 1 | < 0.1% |
| 9.181785673 | 4 |
voice_mts_in_drest_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 119651 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.843874865 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 27024 |
| Zeros (%) | 18.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000897929 |
| median | 1.013271137 |
| Q3 | 1.035185084 |
| 95-th percentile | 1.083170138 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.03428715453 |
Descriptive statistics
| Standard deviation | 0.3967199728 |
|---|---|
| Coefficient of variation (CV) | 0.4701170627 |
| Kurtosis | 0.7380710182 |
| Mean | 0.843874865 |
| Median Absolute Deviation (MAD) | 0.01424461552 |
| Skewness | -1.641011902 |
| Sum | 126581.2297 |
| Variance | 0.1573867368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27024 | 18.0% |
| 1.049793044 | 2058 | 1.4% |
| 1.164401954 | 176 | 0.1% |
| 1.006406835 | 19 | < 0.1% |
| 1.013872843 | 19 | < 0.1% |
| 1.003675345 | 14 | < 0.1% |
| 1.00908403 | 12 | < 0.1% |
| 1.000946895 | 9 | < 0.1% |
| 1.001123771 | 9 | < 0.1% |
| 1.029532511 | 9 | < 0.1% |
| Other values (119641) | 120651 |
| Value | Count | Frequency (%) |
| 0 | 27024 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.480191657 | 1 | |
| 1.471464189 | 1 | |
| 1.437447952 | 1 | |
| 1.435868034 | 1 |
sms_out_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 239 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7617287263 |
| Minimum | 0 |
|---|---|
| Maximum | 67.85337954 |
| Zeros | 115713 |
| Zeros (%) | 77.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3.590290394 |
| Maximum | 67.85337954 |
| Range | 67.85337954 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.216517783 |
|---|---|
| Coefficient of variation (CV) | 2.909851902 |
| Kurtosis | 64.66757449 |
| Mean | 0.7617287263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.431776823 |
| Sum | 114259.3089 |
| Variance | 4.912951082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 115713 | |
| 1.480453014 | 14813 | 9.9% |
| 2.206948961 | 6762 | 4.5% |
| 2.921812056 | 3333 | 2.2% |
| 3.590290394 | 2095 | 1.4% |
| 4.210401996 | 1304 | 0.9% |
| 4.786566308 | 956 | 0.6% |
| 5.324077125 | 654 | 0.4% |
| 5.827795843 | 529 | 0.4% |
| 6.30189811 | 395 | 0.3% |
| Other values (229) | 3446 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 115713 | |
| 1.480453014 | 14813 | 9.9% |
| 2.206948961 | 6762 | 4.5% |
| 2.921812056 | 3333 | 2.2% |
| 3.590290394 | 2095 | 1.4% |
| Value | Count | Frequency (%) |
| 67.85337954 | 1 | |
| 51.92939259 | 1 | |
| 45.19176071 | 1 | |
| 44.28654651 | 1 | |
| 43.91665356 | 1 |
voice_in_fix_tar_dur_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 140 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03015103231 |
| Minimum | 0 |
|---|---|
| Maximum | 81.6367091 |
| Zeros | 149780 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 81.6367091 |
| Range | 81.6367091 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9957548942 |
|---|---|
| Coefficient of variation (CV) | 33.02556555 |
| Kurtosis | 2509.482231 |
| Mean | 0.03015103231 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.40433055 |
| Sum | 4522.654847 |
| Variance | 0.9915278093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149780 | |
| 4.210401996 | 7 | < 0.1% |
| 10.55454345 | 7 | < 0.1% |
| 1.480453014 | 5 | < 0.1% |
| 7.578965206 | 5 | < 0.1% |
| 9.669720902 | 5 | < 0.1% |
| 6.749901739 | 5 | < 0.1% |
| 17.34626355 | 4 | < 0.1% |
| 7.174761058 | 4 | < 0.1% |
| 3.590290394 | 4 | < 0.1% |
| Other values (130) | 174 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149780 | |
| 1.480453014 | 5 | < 0.1% |
| 2.206948961 | 1 | < 0.1% |
| 2.921812056 | 1 | < 0.1% |
| 3.590290394 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 81.6367091 | 1 | |
| 77.75927039 | 1 | |
| 76.06893234 | 1 | |
| 74.79572216 | 1 | |
| 72.6107672 | 1 |
pay_sum_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 224 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06263280417 |
| Minimum | -49.40676967 |
|---|---|
| Maximum | 64.54893947 |
| Zeros | 149271 |
| Zeros (%) | 99.5% |
| Negative | 20 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -49.40676967 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 64.54893947 |
| Range | 113.9557091 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.168399329 |
|---|---|
| Coefficient of variation (CV) | 18.65475041 |
| Kurtosis | 571.0467614 |
| Mean | 0.06263280417 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.19873159 |
| Sum | 9394.920625 |
| Variance | 1.365156993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149271 | |
| 6.749901739 | 52 | < 0.1% |
| 10.26911687 | 46 | < 0.1% |
| 16.45925281 | 44 | < 0.1% |
| 22.29933738 | 37 | < 0.1% |
| 12.79226812 | 26 | < 0.1% |
| 2.206948961 | 21 | < 0.1% |
| 8.687248223 | 21 | < 0.1% |
| 4.210401996 | 14 | < 0.1% |
| 29.12504295 | 14 | < 0.1% |
| Other values (214) | 454 | 0.3% |
| Value | Count | Frequency (%) |
| -49.40676967 | 1 | |
| -48.71431966 | 1 | |
| -46.51407661 | 1 | |
| -40.34803906 | 1 | |
| -40.0162705 | 1 |
| Value | Count | Frequency (%) |
| 64.54893947 | 1 | |
| 63.43176409 | 1 | |
| 48.7308926 | 1 | |
| 42.97108718 | 1 | |
| 38.35003304 | 1 |
abon_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 9121 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2432250226 |
| Minimum | 0 |
|---|---|
| Maximum | 1.176549816 |
| Zeros | 116279 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.10808554 |
| Maximum | 1.176549816 |
| Range | 1.176549816 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.451937028 |
|---|---|
| Coefficient of variation (CV) | 1.858102522 |
| Kurtosis | -0.2428722072 |
| Mean | 0.2432250226 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.322883812 |
| Sum | 36483.7534 |
| Variance | 0.2042470772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116279 | |
| 1.064320397 | 12630 | 8.4% |
| 1.10808554 | 2550 | 1.7% |
| 1.139222859 | 1677 | 1.1% |
| 1.105699061 | 341 | 0.2% |
| 1.061367816 | 312 | 0.2% |
| 1.057050894 | 191 | 0.1% |
| 1.13722061 | 165 | 0.1% |
| 1.058996362 | 156 | 0.1% |
| 1.103793057 | 138 | 0.1% |
| Other values (9111) | 15561 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 116279 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.176549816 | 1 | |
| 1.176275752 | 1 | |
| 1.176007344 | 1 | |
| 1.175469743 | 1 | |
| 1.175319133 | 2 |
all_home_clc_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 45485 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.421780814 |
| Minimum | 0 |
|---|---|
| Maximum | 33.60258817 |
| Zeros | 55304 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.268542924 |
| Q3 | 3.459202913 |
| 95-th percentile | 9.174163256 |
| Maximum | 33.60258817 |
| Range | 33.60258817 |
| Interquartile range (IQR) | 3.459202913 |
Descriptive statistics
| Standard deviation | 3.166252842 |
|---|---|
| Coefficient of variation (CV) | 1.307406857 |
| Kurtosis | 4.874158907 |
| Mean | 2.421780814 |
| Median Absolute Deviation (MAD) | 1.268542924 |
| Skewness | 1.984818205 |
| Sum | 363267.122 |
| Variance | 10.02515706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 55304 | |
| 1.085479715 | 5034 | 3.4% |
| 1.901723775 | 4064 | 2.7% |
| 1.085391526 | 2090 | 1.4% |
| 2.399310608 | 1555 | 1.0% |
| 1.142133535 | 1022 | 0.7% |
| 3.038469295 | 961 | 0.6% |
| 1.268542924 | 847 | 0.6% |
| 1.141992637 | 702 | 0.5% |
| 1.041642915 | 671 | 0.4% |
| Other values (45475) | 77750 |
| Value | Count | Frequency (%) |
| 0 | 55304 | |
| 1.000000001 | 484 | 0.3% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 175 | 0.1% |
| 1.000000002 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 33.60258817 | 1 | |
| 30.03909523 | 1 | |
| 29.91189778 | 1 | |
| 28.98925083 | 1 | |
| 28.17670783 | 1 |
content_cnt_mea_mnt3
Real number (ℝ)
| Distinct | 1749 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.705891706 |
| Minimum | 0 |
|---|---|
| Maximum | 63.98537334 |
| Zeros | 1374 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.854344766 |
| Q1 | 6.566204179 |
| median | 7.741800385 |
| Q3 | 8.915279861 |
| 95-th percentile | 11.31814427 |
| Maximum | 63.98537334 |
| Range | 63.98537334 |
| Interquartile range (IQR) | 2.349075682 |
Descriptive statistics
| Standard deviation | 2.372673979 |
|---|---|
| Coefficient of variation (CV) | 0.3079038831 |
| Kurtosis | 6.740167769 |
| Mean | 7.705891706 |
| Median Absolute Deviation (MAD) | 1.175596206 |
| Skewness | 0.3809463165 |
| Sum | 1155883.756 |
| Variance | 5.629581812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1374 | 0.9% |
| 7.578965206 | 1222 | 0.8% |
| 7.379305185 | 1178 | 0.8% |
| 7.838014641 | 1177 | 0.8% |
| 7.24350155 | 1167 | 0.8% |
| 7.174761058 | 1166 | 0.8% |
| 7.709483988 | 1160 | 0.8% |
| 7.644477401 | 1142 | 0.8% |
| 7.677043351 | 1136 | 0.8% |
| 7.964623589 | 1127 | 0.8% |
| Other values (1739) | 138151 |
| Value | Count | Frequency (%) |
| 0 | 1374 | |
| 1.006406835 | 166 | 0.1% |
| 1.011100838 | 1 | < 0.1% |
| 1.017830633 | 1 | < 0.1% |
| 1.023762432 | 87 | 0.1% |
| Value | Count | Frequency (%) |
| 63.98537334 | 1 | |
| 42.03753506 | 1 | |
| 37.61591161 | 1 | |
| 34.42888507 | 1 | |
| 33.50458616 | 1 |
all_home_clc_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 5159 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.009224108 |
| Minimum | 0 |
|---|---|
| Maximum | 52.26767254 |
| Zeros | 123887 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7.165976416 |
| Maximum | 52.26767254 |
| Range | 52.26767254 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.042385336 |
|---|---|
| Coefficient of variation (CV) | 3.014578537 |
| Kurtosis | 20.95040546 |
| Mean | 1.009224108 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.165114917 |
| Sum | 151383.6162 |
| Variance | 9.256108531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 123887 | |
| 1.604773951 | 3074 | 2.0% |
| 1.604273725 | 2103 | 1.4% |
| 4.497536115 | 1949 | 1.3% |
| 2.463172916 | 714 | 0.5% |
| 2.46360592 | 646 | 0.4% |
| 7.165976416 | 591 | 0.4% |
| 5.750474527 | 558 | 0.4% |
| 1.00000001 | 444 | 0.3% |
| 2.462595556 | 420 | 0.3% |
| Other values (5149) | 15614 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 123887 | |
| 1.00000001 | 444 | 0.3% |
| 1.00000004 | 89 | 0.1% |
| 1.00000009 | 17 | < 0.1% |
| 1.00000016 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.26767254 | 1 | |
| 41.54192774 | 1 | |
| 39.35451101 | 1 | |
| 37.42983123 | 1 | |
| 36.48843732 | 1 |
voice_mts_out_nrest_partmax_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 15607 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7386300032 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 45276 |
| Zeros (%) | 30.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.008030339 |
| Q3 | 1.039562766 |
| 95-th percentile | 1.198301902 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.039562766 |
Descriptive statistics
| Standard deviation | 0.4919107076 |
|---|---|
| Coefficient of variation (CV) | 0.6659771543 |
| Kurtosis | -1.231487977 |
| Mean | 0.7386300032 |
| Median Absolute Deviation (MAD) | 0.04551259008 |
| Skewness | -0.7680273339 |
| Sum | 110794.5005 |
| Variance | 0.2419761443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45276 | |
| 1.480453014 | 2013 | 1.3% |
| 1.049793044 | 1270 | 0.8% |
| 1.164401954 | 1255 | 0.8% |
| 1.082760975 | 1237 | 0.8% |
| 1.03324115 | 1156 | 0.8% |
| 1.023762432 | 1057 | 0.7% |
| 1.017830633 | 1015 | 0.7% |
| 1.013872843 | 897 | 0.6% |
| 1.011100838 | 776 | 0.5% |
| Other values (15597) | 94048 |
| Value | Count | Frequency (%) |
| 0 | 45276 | |
| 1.000001015 | 1 | < 0.1% |
| 1.000001236 | 1 | < 0.1% |
| 1.000001637 | 1 | < 0.1% |
| 1.000002532 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2013 | |
| 1.472113097 | 1 | < 0.1% |
| 1.472011531 | 1 | < 0.1% |
| 1.471907461 | 2 | < 0.1% |
| 1.471579263 | 1 | < 0.1% |
sms_out_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1792 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03291841891 |
| Minimum | -21.26016858 |
|---|---|
| Maximum | 32.05349275 |
| Zeros | 91489 |
| Zeros (%) | 61.0% |
| Negative | 26955 |
| Negative (%) | 18.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -21.26016858 |
|---|---|
| 5-th percentile | -1.009327856 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.011924485 |
| Maximum | 32.05349275 |
| Range | 53.31366132 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7452914993 |
|---|---|
| Coefficient of variation (CV) | 22.64056185 |
| Kurtosis | 56.01382665 |
| Mean | 0.03291841891 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6445838567 |
| Sum | 4937.762836 |
| Variance | 0.555459419 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 91489 | |
| 1.00095998 | 2097 | 1.4% |
| 1.001424332 | 2020 | 1.3% |
| 1.000300379 | 2001 | 1.3% |
| 1.000584711 | 1989 | 1.3% |
| 1.000108887 | 1948 | 1.3% |
| -1.001424332 | 1817 | 1.2% |
| 1.000012183 | 1773 | 1.2% |
| -1.00095998 | 1762 | 1.2% |
| -1.000584711 | 1673 | 1.1% |
| Other values (1782) | 41431 |
| Value | Count | Frequency (%) |
| -21.26016858 | 1 | |
| -19.65317614 | 1 | |
| -13.60634369 | 1 | |
| -13.24924664 | 1 | |
| -13.05213788 | 1 |
| Value | Count | Frequency (%) |
| 32.05349275 | 1 | |
| 18.30312273 | 1 | |
| 16.49692409 | 1 | |
| 15.98845297 | 1 | |
| 14.99938151 | 1 |
ama_volume_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1718 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05754666667 |
| Minimum | -1 |
|---|---|
| Maximum | 1.000000005 |
| Zeros | 141356 |
| Zeros (%) | 94.2% |
| Negative | 6 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1.000000005 |
| Range | 2.000000005 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2330566668 |
|---|---|
| Coefficient of variation (CV) | 4.049872569 |
| Kurtosis | 12.42092777 |
| Mean | 0.05754666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.790326228 |
| Sum | 8632 |
| Variance | 0.05431540993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141356 | |
| 1 | 1240 | 0.8% |
| 1 | 805 | 0.5% |
| 1 | 669 | 0.4% |
| 1 | 274 | 0.2% |
| 1 | 261 | 0.2% |
| 1 | 258 | 0.2% |
| 1 | 181 | 0.1% |
| 1 | 171 | 0.1% |
| 1 | 167 | 0.1% |
| Other values (1708) | 4618 | 3.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 1 | |
| -1 | 2 |
| Value | Count | Frequency (%) |
| 1.000000005 | 1 | |
| 1.000000003 | 1 | |
| 1.000000002 | 1 | |
| 1.000000002 | 1 | |
| 1.000000002 | 1 |
voice_in_mts_avg_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 131267 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.65830668 |
| Minimum | 0 |
|---|---|
| Maximum | 59.29223614 |
| Zeros | 8647 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17.97645293 |
| median | 24.67293219 |
| Q3 | 31.01680361 |
| 95-th percentile | 39.28247427 |
| Maximum | 59.29223614 |
| Range | 59.29223614 |
| Interquartile range (IQR) | 13.04035068 |
Descriptive statistics
| Standard deviation | 10.5721693 |
|---|---|
| Coefficient of variation (CV) | 0.4468692307 |
| Kurtosis | -0.07413557596 |
| Mean | 23.65830668 |
| Median Absolute Deviation (MAD) | 6.507383699 |
| Skewness | -0.4904394401 |
| Sum | 3548746.001 |
| Variance | 111.7707638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8647 | 5.8% |
| 1.657607816 | 71 | < 0.1% |
| 1.778610665 | 65 | < 0.1% |
| 1.423264181 | 63 | < 0.1% |
| 2.084626173 | 62 | < 0.1% |
| 1.900753899 | 61 | < 0.1% |
| 1.962026024 | 59 | < 0.1% |
| 2.206948961 | 53 | < 0.1% |
| 1.260942818 | 52 | < 0.1% |
| 2.3892276 | 52 | < 0.1% |
| Other values (131257) | 140815 |
| Value | Count | Frequency (%) |
| 0 | 8647 | |
| 1.006406835 | 14 | < 0.1% |
| 1.023762432 | 21 | < 0.1% |
| 1.049793044 | 30 | < 0.1% |
| 1.073947946 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 59.29223614 | 1 | |
| 53.47120161 | 1 | |
| 53.40245513 | 1 | |
| 53.3425079 | 1 | |
| 52.59524874 | 1 |
pay_p2p_out_sum_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.06637583273 |
| Minimum | -77.73729331 |
|---|---|
| Maximum | 0 |
| Zeros | 149389 |
| Zeros (%) | 99.6% |
| Negative | 611 |
| Negative (%) | 0.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -77.73729331 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 77.73729331 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.228189511 |
|---|---|
| Coefficient of variation (CV) | -18.50356463 |
| Kurtosis | 729.6427445 |
| Mean | -0.06637583273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -24.07007977 |
| Sum | -9956.374909 |
| Variance | 1.508449474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149389 | |
| -6.749901739 | 80 | 0.1% |
| -10.26911687 | 60 | < 0.1% |
| -12.79226812 | 43 | < 0.1% |
| -16.45925281 | 34 | < 0.1% |
| -4.210401996 | 30 | < 0.1% |
| -22.29933738 | 30 | < 0.1% |
| -8.687248223 | 27 | < 0.1% |
| -11.61519305 | 19 | < 0.1% |
| -26.17309696 | 17 | < 0.1% |
| Other values (105) | 271 | 0.2% |
| Value | Count | Frequency (%) |
| -77.73729331 | 1 | |
| -71.81865295 | 1 | |
| -58.82684383 | 1 | |
| -53.48917801 | 1 | |
| -50.05565371 | 1 |
| Value | Count | Frequency (%) |
| 0 | 149389 | |
| -1.00000001 | 1 | < 0.1% |
| -1.480453014 | 4 | < 0.1% |
| -2.206948961 | 5 | < 0.1% |
| -2.921812056 | 5 | < 0.1% |
voice_out_tar_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 16083 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2827830525 |
| Minimum | -101.7206221 |
|---|---|
| Maximum | 90.56333822 |
| Zeros | 11791 |
| Zeros (%) | 7.9% |
| Negative | 67736 |
| Negative (%) | 45.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -101.7206221 |
|---|---|
| 5-th percentile | -45.75899843 |
| Q1 | -25.41143459 |
| median | 0 |
| Q3 | 25.67536974 |
| 95-th percentile | 45.08163739 |
| Maximum | 90.56333822 |
| Range | 192.2839603 |
| Interquartile range (IQR) | 51.08680433 |
Descriptive statistics
| Standard deviation | 29.58090004 |
|---|---|
| Coefficient of variation (CV) | 104.6063397 |
| Kurtosis | -1.036664918 |
| Mean | 0.2827830525 |
| Median Absolute Deviation (MAD) | 25.55875739 |
| Skewness | -0.04126496464 |
| Sum | 42417.45787 |
| Variance | 875.0296471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11791 | 7.9% |
| -2.431015877 | 297 | 0.2% |
| 2.431015877 | 257 | 0.2% |
| 2.124878644 | 252 | 0.2% |
| 1.238333209 | 238 | 0.2% |
| -1.238333209 | 236 | 0.2% |
| -2.124878644 | 234 | 0.2% |
| -1.514559429 | 227 | 0.2% |
| -1.816535297 | 223 | 0.1% |
| 1.816535297 | 215 | 0.1% |
| Other values (16073) | 136030 |
| Value | Count | Frequency (%) |
| -101.7206221 | 1 | |
| -98.87397031 | 1 | |
| -88.38278687 | 1 | |
| -85.60035537 | 1 | |
| -84.62163653 | 1 |
| Value | Count | Frequency (%) |
| 90.56333822 | 1 | |
| 89.53010727 | 1 | |
| 87.52096935 | 1 | |
| 86.61937108 | 1 | |
| 84.96785478 | 1 |
voice_mts_out_nwork_partmax_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 17144 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7307811024 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 47941 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.012633509 |
| Q3 | 1.061084156 |
| 95-th percentile | 1.232167942 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.061084156 |
Descriptive statistics
| Standard deviation | 0.50723533 |
|---|---|
| Coefficient of variation (CV) | 0.6941002283 |
| Kurtosis | -1.374099434 |
| Mean | 0.7307811024 |
| Median Absolute Deviation (MAD) | 0.07646455483 |
| Skewness | -0.6832068671 |
| Sum | 109617.1654 |
| Variance | 0.25728768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47941 | |
| 1.480453014 | 1730 | 1.2% |
| 1.049793044 | 1342 | 0.9% |
| 1.164401954 | 1342 | 0.9% |
| 1.082760975 | 1291 | 0.9% |
| 1.03324115 | 1049 | 0.7% |
| 1.023762432 | 983 | 0.7% |
| 1.017830633 | 878 | 0.6% |
| 1.013872843 | 770 | 0.5% |
| 1.011100838 | 670 | 0.4% |
| Other values (17134) | 92004 |
| Value | Count | Frequency (%) |
| 0 | 47941 | |
| 1.000001439 | 1 | < 0.1% |
| 1.000001511 | 1 | < 0.1% |
| 1.000002153 | 1 | < 0.1% |
| 1.00000264 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1730 | |
| 1.477006428 | 1 | < 0.1% |
| 1.476362314 | 1 | < 0.1% |
| 1.475896175 | 1 | < 0.1% |
| 1.475322827 | 1 | < 0.1% |
voice_out_cmpttrs_avg_dumea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 61521 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.73425049 |
| Minimum | 0 |
|---|---|
| Maximum | 61.31887679 |
| Zeros | 25720 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8.687248223 |
| median | 19.75525126 |
| Q3 | 25.94760612 |
| 95-th percentile | 34.86429711 |
| Maximum | 61.31887679 |
| Range | 61.31887679 |
| Interquartile range (IQR) | 17.2603579 |
Descriptive statistics
| Standard deviation | 11.37792193 |
|---|---|
| Coefficient of variation (CV) | 0.6415789571 |
| Kurtosis | -0.8447516977 |
| Mean | 17.73425049 |
| Median Absolute Deviation (MAD) | 7.892710617 |
| Skewness | -0.1381583039 |
| Sum | 2660137.573 |
| Variance | 129.4571075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25720 | 17.1% |
| 4.210401996 | 5557 | 3.7% |
| 6.749901739 | 3453 | 2.3% |
| 8.687248223 | 2553 | 1.7% |
| 10.26911687 | 1943 | 1.3% |
| 11.61519305 | 1522 | 1.0% |
| 12.79226812 | 1293 | 0.9% |
| 13.84160798 | 1072 | 0.7% |
| 14.79061749 | 927 | 0.6% |
| 15.65849494 | 738 | 0.5% |
| Other values (61511) | 105222 |
| Value | Count | Frequency (%) |
| 0 | 25720 | |
| 4.210401996 | 5557 | 3.7% |
| 4.320255937 | 1 | < 0.1% |
| 4.333883332 | 1 | < 0.1% |
| 4.374628008 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.31887679 | 1 | |
| 61.27546826 | 1 | |
| 58.61443212 | 1 | |
| 58.32981222 | 1 | |
| 57.70959797 | 1 |
voice_mts_out_drest_partmax_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 16652 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9848036437 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 24952 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.03324115 |
| median | 1.109797552 |
| Q3 | 1.220903412 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1876622614 |
Descriptive statistics
| Standard deviation | 0.4587569915 |
|---|---|
| Coefficient of variation (CV) | 0.4658360014 |
| Kurtosis | 0.7090415042 |
| Mean | 0.9848036437 |
| Median Absolute Deviation (MAD) | 0.09139535207 |
| Skewness | -1.4540752 |
| Sum | 147720.5465 |
| Variance | 0.2104579772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24952 | 16.6% |
| 1.480453014 | 12637 | 8.4% |
| 1.164401954 | 3611 | 2.4% |
| 1.082760975 | 2123 | 1.4% |
| 1.260942818 | 1967 | 1.3% |
| 1.049793044 | 1146 | 0.8% |
| 1.31316983 | 1112 | 0.7% |
| 1.113213566 | 1096 | 0.7% |
| 1.220903412 | 971 | 0.6% |
| 1.127217016 | 760 | 0.5% |
| Other values (16642) | 99625 |
| Value | Count | Frequency (%) |
| 0 | 24952 | |
| 1.000004073 | 1 | < 0.1% |
| 1.000005039 | 1 | < 0.1% |
| 1.000005107 | 1 | < 0.1% |
| 1.000005602 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 12637 | |
| 1.476863647 | 1 | < 0.1% |
| 1.47649469 | 1 | < 0.1% |
| 1.476150728 | 1 | < 0.1% |
| 1.476069097 | 1 | < 0.1% |
voice_in_short_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 570 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03814959476 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 144286 |
| Zeros (%) | 96.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1917154892 |
|---|---|
| Coefficient of variation (CV) | 5.025361093 |
| Kurtosis | 21.30641083 |
| Mean | 0.03814959476 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.827130791 |
| Sum | 5722.439214 |
| Variance | 0.0367548288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144286 | |
| 1.000302473 | 75 | 0.1% |
| 1.000528518 | 70 | < 0.1% |
| 1.000443246 | 70 | < 0.1% |
| 1.000349396 | 70 | < 0.1% |
| 1.000324667 | 66 | < 0.1% |
| 1.000392144 | 66 | < 0.1% |
| 1.00029222 | 65 | < 0.1% |
| 1.000273218 | 65 | < 0.1% |
| 1.000175436 | 65 | < 0.1% |
| Other values (560) | 5102 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 144286 | |
| 1.000005993 | 1 | < 0.1% |
| 1.000009211 | 1 | < 0.1% |
| 1.000011223 | 1 | < 0.1% |
| 1.000012268 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | < 0.1% |
| 1.248992184 | 1 | < 0.1% |
| 1.220903412 | 1 | < 0.1% |
| 1.199172178 | 1 | < 0.1% |
| 1.164401954 | 3 |
voice_mts_out_drest_partmea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 113402 |
|---|---|
| Distinct (%) | 75.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8537217725 |
| Minimum | 0 |
|---|---|
| Maximum | 1.333679569 |
| Zeros | 24952 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.001416029 |
| median | 1.014028767 |
| Q3 | 1.031501623 |
| 95-th percentile | 1.061509751 |
| Maximum | 1.333679569 |
| Range | 1.333679569 |
| Interquartile range (IQR) | 0.03008559396 |
Descriptive statistics
| Standard deviation | 0.3818800139 |
|---|---|
| Coefficient of variation (CV) | 0.4473120239 |
| Kurtosis | 1.191968989 |
| Mean | 0.8537217725 |
| Median Absolute Deviation (MAD) | 0.0137555492 |
| Skewness | -1.780695948 |
| Sum | 128058.2659 |
| Variance | 0.145832345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24952 | 16.6% |
| 1.006406835 | 1912 | 1.3% |
| 1.001666435 | 464 | 0.3% |
| 1.023762432 | 342 | 0.2% |
| 1.000750704 | 312 | 0.2% |
| 1.000425155 | 208 | 0.1% |
| 1.002923264 | 188 | 0.1% |
| 1.000273218 | 186 | 0.1% |
| 1.013872843 | 159 | 0.1% |
| 1.000190256 | 156 | 0.1% |
| Other values (113392) | 121121 |
| Value | Count | Frequency (%) |
| 0 | 24952 | |
| 1.000000028 | 1 | < 0.1% |
| 1.000000035 | 1 | < 0.1% |
| 1.000000036 | 1 | < 0.1% |
| 1.000000039 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.333679569 | 1 | |
| 1.328890719 | 1 | |
| 1.328397182 | 1 | |
| 1.284249264 | 1 | |
| 1.281167261 | 1 |
voice_mts_in_drest_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 41322 |
|---|---|
| Distinct (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2863602606 |
| Minimum | 0 |
|---|---|
| Maximum | 1.069453665 |
| Zeros | 107163 |
| Zeros (%) | 71.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000044102 |
| 95-th percentile | 1.004953552 |
| Maximum | 1.069453665 |
| Range | 1.069453665 |
| Interquartile range (IQR) | 1.000044102 |
Descriptive statistics
| Standard deviation | 0.4529319667 |
|---|---|
| Coefficient of variation (CV) | 1.581685831 |
| Kurtosis | -1.098305486 |
| Mean | 0.2863602606 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9495118522 |
| Sum | 42954.03909 |
| Variance | 0.2051473665 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107163 | |
| 1.002631002 | 11 | < 0.1% |
| 1.001975959 | 9 | < 0.1% |
| 1.001811321 | 8 | < 0.1% |
| 1.00238048 | 7 | < 0.1% |
| 1.000462517 | 7 | < 0.1% |
| 1.000711195 | 7 | < 0.1% |
| 1.000528518 | 6 | < 0.1% |
| 1.000452728 | 6 | < 0.1% |
| 1.002164112 | 6 | < 0.1% |
| Other values (41312) | 42770 | 28.5% |
| Value | Count | Frequency (%) |
| 0 | 107163 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000006 | 1 | < 0.1% |
| 1.000000008 | 1 | < 0.1% |
| 1.000000008 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.069453665 | 1 | |
| 1.061633353 | 1 | |
| 1.059763302 | 1 | |
| 1.058159138 | 1 | |
| 1.057396838 | 1 |
sms_out_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 748 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6046479811 |
| Minimum | 0 |
|---|---|
| Maximum | 64.39839935 |
| Zeros | 90768 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.023762432 |
| 95-th percentile | 1.839588705 |
| Maximum | 64.39839935 |
| Range | 64.39839935 |
| Interquartile range (IQR) | 1.023762432 |
Descriptive statistics
| Standard deviation | 1.320670467 |
|---|---|
| Coefficient of variation (CV) | 2.184197265 |
| Kurtosis | 149.0851297 |
| Mean | 0.6046479811 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.720433908 |
| Sum | 90697.19716 |
| Variance | 1.744170481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90768 | |
| 1.006406835 | 16669 | 11.1% |
| 1.023762432 | 9357 | 6.2% |
| 1.049793044 | 5574 | 3.7% |
| 1.082760975 | 4130 | 2.8% |
| 1.121317553 | 2779 | 1.9% |
| 1.164401954 | 2326 | 1.6% |
| 1.211169962 | 1800 | 1.2% |
| 1.260942818 | 1488 | 1.0% |
| 1.31316983 | 1130 | 0.8% |
| Other values (738) | 13979 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 90768 | |
| 1.006406835 | 16669 | 11.1% |
| 1.00757098 | 106 | 0.1% |
| 1.00908403 | 93 | 0.1% |
| 1.011100838 | 99 | 0.1% |
| Value | Count | Frequency (%) |
| 64.39839935 | 1 | |
| 41.0314798 | 1 | |
| 37.09845217 | 1 | |
| 36.7961843 | 1 | |
| 35.61075072 | 1 |
voice_mts_out_dwork_partmax_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 16100 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.179333626 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 18920 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.204290552 |
| median | 1.348056276 |
| Q3 | 1.463101255 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.2588107034 |
Descriptive statistics
| Standard deviation | 0.4639577457 |
|---|---|
| Coefficient of variation (CV) | 0.3934066965 |
| Kurtosis | 2.327016276 |
| Mean | 1.179333626 |
| Median Absolute Deviation (MAD) | 0.1290458801 |
| Skewness | -1.971367052 |
| Sum | 176900.0438 |
| Variance | 0.2152567898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 35249 | |
| 0 | 18920 | 12.6% |
| 1.260942818 | 1349 | 0.9% |
| 1.31316983 | 1276 | 0.9% |
| 1.345493163 | 1262 | 0.8% |
| 1.164401954 | 1256 | 0.8% |
| 1.367400612 | 1069 | 0.7% |
| 1.383209542 | 868 | 0.6% |
| 1.395148847 | 755 | 0.5% |
| 1.404481711 | 677 | 0.5% |
| Other values (16090) | 87319 |
| Value | Count | Frequency (%) |
| 0 | 18920 | |
| 1.000003883 | 1 | < 0.1% |
| 1.000004695 | 1 | < 0.1% |
| 1.000005737 | 1 | < 0.1% |
| 1.00000582 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 35249 | |
| 1.479096856 | 1 | < 0.1% |
| 1.478648465 | 1 | < 0.1% |
| 1.478253322 | 1 | < 0.1% |
| 1.478203347 | 1 | < 0.1% |
ks_num_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 95188 |
|---|---|
| Distinct (%) | 63.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8694717111 |
| Minimum | 0 |
|---|---|
| Maximum | 1.190780728 |
| Zeros | 21882 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.001553648 |
| median | 1.005970307 |
| Q3 | 1.016623556 |
| 95-th percentile | 1.070648049 |
| Maximum | 1.190780728 |
| Range | 1.190780728 |
| Interquartile range (IQR) | 0.01506990797 |
Descriptive statistics
| Standard deviation | 0.3601587323 |
|---|---|
| Coefficient of variation (CV) | 0.4142270849 |
| Kurtosis | 1.986323734 |
| Mean | 0.8694717111 |
| Median Absolute Deviation (MAD) | 0.005496976727 |
| Skewness | -1.986053146 |
| Sum | 130420.7567 |
| Variance | 0.1297143125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21882 | 14.6% |
| 1.064320397 | 1368 | 0.9% |
| 1.01817803 | 1240 | 0.8% |
| 1.008440556 | 1110 | 0.7% |
| 1.00485579 | 943 | 0.6% |
| 1.003150561 | 733 | 0.5% |
| 1.002208149 | 705 | 0.5% |
| 1.001633101 | 576 | 0.4% |
| 1.001256603 | 505 | 0.3% |
| 1.00099675 | 451 | 0.3% |
| Other values (95178) | 120487 |
| Value | Count | Frequency (%) |
| 0 | 21882 | |
| 1.000008342 | 1 | < 0.1% |
| 1.00001235 | 1 | < 0.1% |
| 1.000014758 | 1 | < 0.1% |
| 1.000019637 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.190780728 | 12 | < 0.1% |
| 1.183371724 | 6 | < 0.1% |
| 1.182853558 | 1 | < 0.1% |
| 1.179212803 | 1 | < 0.1% |
| 1.176549816 | 47 |
pay_avg_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2659 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.45067425 |
| Minimum | 0 |
|---|---|
| Maximum | 72.49599656 |
| Zeros | 25969 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 19.28987309 |
| median | 24.76754894 |
| Q3 | 28.02437138 |
| 95-th percentile | 33.57110757 |
| Maximum | 72.49599656 |
| Range | 72.49599656 |
| Interquartile range (IQR) | 8.734498291 |
Descriptive statistics
| Standard deviation | 11.27798569 |
|---|---|
| Coefficient of variation (CV) | 0.5257636921 |
| Kurtosis | 0.1931865486 |
| Mean | 21.45067425 |
| Median Absolute Deviation (MAD) | 3.540879358 |
| Skewness | -0.8015450007 |
| Sum | 3217601.137 |
| Variance | 127.1929613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25969 | |
| 26.17309696 | 14182 | 9.5% |
| 29.12504295 | 11016 | 7.3% |
| 22.29933738 | 9943 | 6.6% |
| 23.99960696 | 9024 | 6.0% |
| 24.76754894 | 7844 | 5.2% |
| 24.38962268 | 6154 | 4.1% |
| 31.96388736 | 4902 | 3.3% |
| 25.49022445 | 4865 | 3.2% |
| 33.57110757 | 4225 | 2.8% |
| Other values (2649) | 51876 |
| Value | Count | Frequency (%) |
| 0 | 25969 | |
| 1.00908403 | 2 | < 0.1% |
| 1.046272906 | 1 | < 0.1% |
| 1.053412628 | 1 | < 0.1% |
| 1.060939898 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.49599656 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 1 | |
| 67.12657433 | 1 | |
| 65.37213434 | 1 |
sms_clc_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 939 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7835837654 |
| Minimum | 0 |
|---|---|
| Maximum | 54.62828604 |
| Zeros | 100124 |
| Zeros (%) | 66.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.604702487 |
| 95-th percentile | 3.280879999 |
| Maximum | 54.62828604 |
| Range | 54.62828604 |
| Interquartile range (IQR) | 1.604702487 |
Descriptive statistics
| Standard deviation | 1.50891121 |
|---|---|
| Coefficient of variation (CV) | 1.925653998 |
| Kurtosis | 63.00240415 |
| Mean | 0.7835837654 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.134676187 |
| Sum | 117537.5648 |
| Variance | 2.276813041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 100124 | |
| 1.604773951 | 18285 | 12.2% |
| 1.604273725 | 10325 | 6.9% |
| 2.46360592 | 3944 | 2.6% |
| 2.463172916 | 3456 | 2.3% |
| 2.462595556 | 2609 | 1.7% |
| 3.281747174 | 1340 | 0.9% |
| 3.280346311 | 943 | 0.6% |
| 4.0319091 | 876 | 0.6% |
| 4.032641655 | 623 | 0.4% |
| Other values (929) | 7475 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 100124 | |
| 1.018881881 | 1 | < 0.1% |
| 1.020764909 | 1 | < 0.1% |
| 1.021015075 | 1 | < 0.1% |
| 1.021216128 | 434 | 0.3% |
| Value | Count | Frequency (%) |
| 54.62828604 | 1 | |
| 44.66155175 | 1 | |
| 35.77118338 | 1 | |
| 34.64393425 | 1 | |
| 31.81097838 | 1 |
sms_clc_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 5327 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03099937416 |
| Minimum | -10.2436258 |
|---|---|
| Maximum | 23.27017845 |
| Zeros | 100298 |
| Zeros (%) | 66.9% |
| Negative | 22579 |
| Negative (%) | 15.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -10.2436258 |
|---|---|
| 5-th percentile | -1.002321305 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.003134764 |
| Maximum | 23.27017845 |
| Range | 33.51380424 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5925496767 |
|---|---|
| Coefficient of variation (CV) | 19.1148916 |
| Kurtosis | 18.82090345 |
| Mean | 0.03099937416 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3914594683 |
| Sum | 4649.906125 |
| Variance | 0.3511151193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 100298 | |
| 1.000805781 | 1367 | 0.9% |
| 1.001958276 | 1318 | 0.9% |
| 1.00041444 | 1318 | 0.9% |
| 1.001321381 | 1314 | 0.9% |
| 1.000150414 | 1195 | 0.8% |
| -1.001958276 | 1161 | 0.8% |
| 1.00001685 | 1142 | 0.8% |
| -1.000805781 | 1050 | 0.7% |
| -1.001321381 | 1001 | 0.7% |
| Other values (5317) | 38836 | 25.9% |
| Value | Count | Frequency (%) |
| -10.2436258 | 1 | |
| -9.600875483 | 1 | |
| -9.313563386 | 1 | |
| -6.413656546 | 1 | |
| -6.32573134 | 1 |
| Value | Count | Frequency (%) |
| 23.27017845 | 1 | |
| 8.968920206 | 1 | |
| 8.443356553 | 1 | |
| 7.119311978 | 1 | |
| 6.480609023 | 1 |
voice_mts_out_drest_partmax_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 16393 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8229305469 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 38438 |
| Zeros (%) | 25.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.039135025 |
| Q3 | 1.104514775 |
| 95-th percentile | 1.338632685 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.104514775 |
Descriptive statistics
| Standard deviation | 0.4932743793 |
|---|---|
| Coefficient of variation (CV) | 0.5994119202 |
| Kurtosis | -0.7990774654 |
| Mean | 0.8229305469 |
| Median Absolute Deviation (MAD) | 0.06808857621 |
| Skewness | -0.9604160205 |
| Sum | 123439.582 |
| Variance | 0.2433196133 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38438 | 25.6% |
| 1.480453014 | 4324 | 2.9% |
| 1.164401954 | 2265 | 1.5% |
| 1.082760975 | 1973 | 1.3% |
| 1.049793044 | 1578 | 1.1% |
| 1.03324115 | 1158 | 0.8% |
| 1.260942818 | 904 | 0.6% |
| 1.023762432 | 881 | 0.6% |
| 1.113213566 | 865 | 0.6% |
| 1.063158942 | 753 | 0.5% |
| Other values (16383) | 96861 |
| Value | Count | Frequency (%) |
| 0 | 38438 | |
| 1.000002334 | 1 | < 0.1% |
| 1.000002378 | 1 | < 0.1% |
| 1.000003992 | 1 | < 0.1% |
| 1.000004073 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 4324 | |
| 1.476863647 | 1 | < 0.1% |
| 1.476150728 | 1 | < 0.1% |
| 1.476041193 | 1 | < 0.1% |
| 1.475676359 | 1 | < 0.1% |
num_act_days_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5656725095 |
| Minimum | 0 |
|---|---|
| Maximum | 3.616934243 |
| Zeros | 96635 |
| Zeros (%) | 64.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.207704776 |
| 95-th percentile | 2.128446161 |
| Maximum | 3.616934243 |
| Range | 3.616934243 |
| Interquartile range (IQR) | 1.207704776 |
Descriptive statistics
| Standard deviation | 0.8174126717 |
|---|---|
| Coefficient of variation (CV) | 1.4450281 |
| Kurtosis | 0.08040871514 |
| Mean | 0.5656725095 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.10081629 |
| Sum | 84850.87642 |
| Variance | 0.6681634759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 96635 | |
| 1.164401954 | 15530 | 10.4% |
| 1.45108808 | 5477 | 3.7% |
| 1.207704776 | 5288 | 3.5% |
| 1.480453014 | 3825 | 2.5% |
| 1.839588705 | 2803 | 1.9% |
| 1.356301179 | 2740 | 1.8% |
| 1.7768194 | 2023 | 1.3% |
| 1.663597369 | 1851 | 1.2% |
| 1.687217756 | 1728 | 1.2% |
| Other values (43) | 12100 | 8.1% |
| Value | Count | Frequency (%) |
| 0 | 96635 | |
| 1.164401954 | 15530 | 10.4% |
| 1.207704776 | 5288 | 3.5% |
| 1.356301179 | 2740 | 1.8% |
| 1.45108808 | 5477 | 3.7% |
| Value | Count | Frequency (%) |
| 3.616934243 | 44 | < 0.1% |
| 3.44414651 | 110 | |
| 3.301619787 | 111 | |
| 3.270189893 | 41 | < 0.1% |
| 3.262248815 | 118 |
all_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 720 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.34306655 |
| Minimum | 0 |
|---|---|
| Maximum | 108.94848 |
| Zeros | 14910 |
| Zeros (%) | 9.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.964623589 |
| median | 14.79061749 |
| Q3 | 20.52615232 |
| 95-th percentile | 27.73390474 |
| Maximum | 108.94848 |
| Range | 108.94848 |
| Interquartile range (IQR) | 12.56152873 |
Descriptive statistics
| Standard deviation | 8.630882292 |
|---|---|
| Coefficient of variation (CV) | 0.6017459559 |
| Kurtosis | 0.5524150975 |
| Mean | 14.34306655 |
| Median Absolute Deviation (MAD) | 6.15371783 |
| Skewness | 0.1717721844 |
| Sum | 2151459.983 |
| Variance | 74.49212914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14910 | 9.9% |
| 1.480453014 | 2156 | 1.4% |
| 2.921812056 | 1984 | 1.3% |
| 6.749901739 | 1834 | 1.2% |
| 4.786566308 | 1788 | 1.2% |
| 7.964623589 | 1772 | 1.2% |
| 5.324077125 | 1762 | 1.2% |
| 3.590290394 | 1759 | 1.2% |
| 2.206948961 | 1754 | 1.2% |
| 6.30189811 | 1724 | 1.1% |
| Other values (710) | 118557 |
| Value | Count | Frequency (%) |
| 0 | 14910 | |
| 1.480453014 | 2156 | 1.4% |
| 2.206948961 | 1754 | 1.2% |
| 2.921812056 | 1984 | 1.3% |
| 3.590290394 | 1759 | 1.2% |
| Value | Count | Frequency (%) |
| 108.94848 | 1 | |
| 96.66426997 | 1 | |
| 94.77430364 | 1 | |
| 92.66700602 | 1 | |
| 92.00480992 | 1 |
voice_in_mts_avg_dur_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 130111 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.71675614 |
| Minimum | 0 |
|---|---|
| Maximum | 61.14564219 |
| Zeros | 14026 |
| Zeros (%) | 9.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.30876576 |
| median | 16.38954501 |
| Q3 | 22.98542286 |
| 95-th percentile | 33.3036715 |
| Maximum | 61.14564219 |
| Range | 61.14564219 |
| Interquartile range (IQR) | 12.6766571 |
Descriptive statistics
| Standard deviation | 9.603279927 |
|---|---|
| Coefficient of variation (CV) | 0.5744703008 |
| Kurtosis | -0.2260250008 |
| Mean | 16.71675614 |
| Median Absolute Deviation (MAD) | 6.32344332 |
| Skewness | 0.2122220249 |
| Sum | 2507513.42 |
| Variance | 92.22298535 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14026 | 9.4% |
| 6.5289656 | 83 | 0.1% |
| 7.174761058 | 78 | 0.1% |
| 7.578965206 | 75 | 0.1% |
| 5.579883184 | 72 | < 0.1% |
| 5.059834182 | 70 | < 0.1% |
| 4.503643389 | 67 | < 0.1% |
| 4.786566308 | 67 | < 0.1% |
| 4.210401996 | 66 | < 0.1% |
| 6.068314762 | 66 | < 0.1% |
| Other values (130101) | 135330 |
| Value | Count | Frequency (%) |
| 0 | 14026 | |
| 1.014476436 | 1 | < 0.1% |
| 1.062738524 | 1 | < 0.1% |
| 1.068340156 | 1 | < 0.1% |
| 1.076259917 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.14564219 | 1 | |
| 59.51354873 | 1 | |
| 54.35249558 | 1 | |
| 53.7652233 | 1 | |
| 53.67669786 | 1 |
all_roam_clc_max_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 54 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04193614602 |
| Minimum | 0 |
|---|---|
| Maximum | 49.21088785 |
| Zeros | 149643 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 49.21088785 |
| Range | 49.21088785 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9260423994 |
|---|---|
| Coefficient of variation (CV) | 22.08220085 |
| Kurtosis | 779.4016715 |
| Mean | 0.04193614602 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.87050799 |
| Sum | 6290.421903 |
| Variance | 0.8575545254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149643 | |
| 14.64753823 | 77 | 0.1% |
| 12.21033147 | 59 | < 0.1% |
| 14.64753823 | 36 | < 0.1% |
| 7.485597097 | 25 | < 0.1% |
| 15.9956774 | 21 | < 0.1% |
| 20.13969538 | 18 | < 0.1% |
| 26.62102185 | 17 | < 0.1% |
| 17.18935823 | 15 | < 0.1% |
| 20.13960725 | 14 | < 0.1% |
| Other values (44) | 75 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149643 | |
| 7.485597097 | 25 | < 0.1% |
| 11.23918336 | 1 | < 0.1% |
| 12.21033147 | 59 | < 0.1% |
| 14.64753823 | 77 | 0.1% |
| Value | Count | Frequency (%) |
| 49.21088785 | 1 | |
| 47.37626961 | 1 | |
| 46.34214432 | 1 | |
| 42.91242161 | 1 | |
| 40.81550004 | 1 |
voice_out_td_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 5706 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.192481294 |
| Minimum | -17.43665395 |
|---|---|
| Maximum | 20.11487158 |
| Zeros | 11957 |
| Zeros (%) | 8.0% |
| Negative | 63545 |
| Negative (%) | 42.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -17.43665395 |
|---|---|
| 5-th percentile | -2.701344362 |
| Q1 | -1.145831654 |
| median | 0 |
| Q3 | 1.325521436 |
| 95-th percentile | 3.297240428 |
| Maximum | 20.11487158 |
| Range | 37.55152554 |
| Interquartile range (IQR) | 2.471353089 |
Descriptive statistics
| Standard deviation | 1.973381691 |
|---|---|
| Coefficient of variation (CV) | 10.25232972 |
| Kurtosis | 1.697354875 |
| Mean | 0.192481294 |
| Median Absolute Deviation (MAD) | 1.227916711 |
| Skewness | 0.09809997406 |
| Sum | 28872.1941 |
| Variance | 3.894235298 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11957 | 8.0% |
| -1.001424332 | 582 | 0.4% |
| 1.00095998 | 525 | 0.4% |
| 1.001424332 | 520 | 0.3% |
| -1.00095998 | 487 | 0.3% |
| 1.000108887 | 465 | 0.3% |
| 1.000300379 | 461 | 0.3% |
| 1.000012183 | 431 | 0.3% |
| -1.000012183 | 425 | 0.3% |
| -1.000584711 | 423 | 0.3% |
| Other values (5696) | 133724 |
| Value | Count | Frequency (%) |
| -17.43665395 | 1 | |
| -15.01240465 | 1 | |
| -14.88832236 | 1 | |
| -14.57294648 | 1 | |
| -12.85712064 | 1 |
| Value | Count | Frequency (%) |
| 20.11487158 | 1 | |
| 15.63051942 | 1 | |
| 13.00071636 | 1 | |
| 12.98705923 | 1 | |
| 12.58794377 | 1 |
sms_clc_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 295 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1544693001 |
| Minimum | 0 |
|---|---|
| Maximum | 52.26767254 |
| Zeros | 139667 |
| Zeros (%) | 93.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.604273725 |
| Maximum | 52.26767254 |
| Range | 52.26767254 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7137036391 |
|---|---|
| Coefficient of variation (CV) | 4.620359117 |
| Kurtosis | 373.484337 |
| Mean | 0.1544693001 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.86471941 |
| Sum | 23170.39502 |
| Variance | 0.5093728844 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 139667 | |
| 1.604773951 | 3711 | 2.5% |
| 1.604273725 | 2658 | 1.8% |
| 2.46360592 | 746 | 0.5% |
| 2.462595556 | 556 | 0.4% |
| 2.463172916 | 478 | 0.3% |
| 3.281747174 | 266 | 0.2% |
| 3.280346311 | 242 | 0.2% |
| 4.032641655 | 142 | 0.1% |
| 4.0319091 | 117 | 0.1% |
| Other values (285) | 1417 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 139667 | |
| 1.003494891 | 1 | < 0.1% |
| 1.021216128 | 117 | 0.1% |
| 1.039704791 | 1 | < 0.1% |
| 1.043564051 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.26767254 | 1 | |
| 31.18622339 | 1 | |
| 28.02109103 | 1 | |
| 27.8852267 | 1 | |
| 24.57454216 | 1 |
sms_roam_clc_std_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_cmpttrs_td_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 122 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.560896511 |
| Minimum | 0 |
|---|---|
| Maximum | 36.47199877 |
| Zeros | 92578 |
| Zeros (%) | 61.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.206948961 |
| 95-th percentile | 7.578965206 |
| Maximum | 36.47199877 |
| Range | 36.47199877 |
| Interquartile range (IQR) | 2.206948961 |
Descriptive statistics
| Standard deviation | 2.758054904 |
|---|---|
| Coefficient of variation (CV) | 1.766968459 |
| Kurtosis | 7.718643484 |
| Mean | 1.560896511 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.479291675 |
| Sum | 234134.4767 |
| Variance | 7.606866852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92578 | |
| 1.480453014 | 15929 | 10.6% |
| 2.206948961 | 9013 | 6.0% |
| 2.921812056 | 6077 | 4.1% |
| 3.590290394 | 4527 | 3.0% |
| 4.210401996 | 3442 | 2.3% |
| 4.786566308 | 2766 | 1.8% |
| 5.324077125 | 2154 | 1.4% |
| 5.827795843 | 1808 | 1.2% |
| 6.30189811 | 1514 | 1.0% |
| Other values (112) | 10192 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 92578 | |
| 1.480453014 | 15929 | 10.6% |
| 2.206948961 | 9013 | 6.0% |
| 2.921812056 | 6077 | 4.1% |
| 3.590290394 | 4527 | 3.0% |
| Value | Count | Frequency (%) |
| 36.47199877 | 1 | |
| 30.57270657 | 1 | |
| 29.38626447 | 1 | |
| 28.75032958 | 1 | |
| 28.58637616 | 1 |
clc_no_vas_roam_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 5756 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.087603149 |
| Minimum | 0 |
|---|---|
| Maximum | 58.08223852 |
| Zeros | 121654 |
| Zeros (%) | 81.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 23.16295481 |
| Maximum | 58.08223852 |
| Range | 58.08223852 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.603336718 |
|---|---|
| Coefficient of variation (CV) | 2.46253691 |
| Kurtosis | 4.765949187 |
| Mean | 3.087603149 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.431373419 |
| Sum | 463140.4723 |
| Variance | 57.81072925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121654 | |
| 21.74906374 | 2007 | 1.3% |
| 29.33036315 | 1398 | 0.9% |
| 22.47711246 | 857 | 0.6% |
| 22.11876484 | 855 | 0.6% |
| 20.13969538 | 836 | 0.6% |
| 25.57253549 | 819 | 0.5% |
| 23.16295481 | 699 | 0.5% |
| 20.13960725 | 658 | 0.4% |
| 24.1232528 | 514 | 0.3% |
| Other values (5746) | 19703 | 13.1% |
| Value | Count | Frequency (%) |
| 0 | 121654 | |
| 1.00000001 | 463 | 0.3% |
| 1.00000004 | 100 | 0.1% |
| 1.00000009 | 20 | < 0.1% |
| 1.00000016 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.08223852 | 2 | |
| 56.55981782 | 1 | |
| 54.08682096 | 1 | |
| 52.82735477 | 2 | |
| 52.70029596 | 1 |
voice_mts_out_drest_partmea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 14465 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6093277001 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 63164 |
| Zeros (%) | 42.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.002066827 |
| Q3 | 1.029113067 |
| 95-th percentile | 1.151271061 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.029113067 |
Descriptive statistics
| Standard deviation | 0.5235655299 |
|---|---|
| Coefficient of variation (CV) | 0.8592511546 |
| Kurtosis | -1.836553812 |
| Mean | 0.6093277001 |
| Median Absolute Deviation (MAD) | 0.1024883533 |
| Skewness | -0.2677047161 |
| Sum | 91399.15502 |
| Variance | 0.2741208641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63164 | |
| 1.480453014 | 1198 | 0.8% |
| 1.049793044 | 886 | 0.6% |
| 1.082760975 | 870 | 0.6% |
| 1.03324115 | 823 | 0.5% |
| 1.164401954 | 798 | 0.5% |
| 1.023762432 | 753 | 0.5% |
| 1.017830633 | 706 | 0.5% |
| 1.013872843 | 687 | 0.5% |
| 1.011100838 | 601 | 0.4% |
| Other values (14455) | 79514 |
| Value | Count | Frequency (%) |
| 0 | 63164 | |
| 1.000000669 | 1 | < 0.1% |
| 1.000001794 | 1 | < 0.1% |
| 1.000003229 | 1 | < 0.1% |
| 1.000003336 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1198 | |
| 1.472212248 | 1 | < 0.1% |
| 1.471907461 | 1 | < 0.1% |
| 1.471800793 | 1 | < 0.1% |
| 1.47122485 | 1 | < 0.1% |
voice_in_cmpttrs_td_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1533 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.07053219 |
| Minimum | 0 |
|---|---|
| Maximum | 39.37487143 |
| Zeros | 19216 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.082760975 |
| median | 1.900753899 |
| Q3 | 4.210401996 |
| 95-th percentile | 9.539633441 |
| Maximum | 39.37487143 |
| Range | 39.37487143 |
| Interquartile range (IQR) | 3.127641021 |
Descriptive statistics
| Standard deviation | 3.100659233 |
|---|---|
| Coefficient of variation (CV) | 1.009811668 |
| Kurtosis | 4.525345578 |
| Mean | 3.07053219 |
| Median Absolute Deviation (MAD) | 0.9631289575 |
| Skewness | 1.856707617 |
| Sum | 460579.8285 |
| Variance | 9.61408768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19216 | 12.8% |
| 1.006406835 | 6919 | 4.6% |
| 1.023762432 | 5456 | 3.6% |
| 1.049793044 | 4266 | 2.8% |
| 1.082760975 | 3890 | 2.6% |
| 1.121317553 | 3432 | 2.3% |
| 1.164401954 | 3203 | 2.1% |
| 1.211169962 | 2923 | 1.9% |
| 1.260942818 | 2828 | 1.9% |
| 1.31316983 | 2544 | 1.7% |
| Other values (1523) | 95323 |
| Value | Count | Frequency (%) |
| 0 | 19216 | |
| 1.006406835 | 6919 | 4.6% |
| 1.00757098 | 64 | < 0.1% |
| 1.00908403 | 51 | < 0.1% |
| 1.011100838 | 77 | 0.1% |
| Value | Count | Frequency (%) |
| 39.37487143 | 1 | |
| 31.60381062 | 1 | |
| 31.34220261 | 1 | |
| 30.0075985 | 1 | |
| 29.12943964 | 1 |
voice_out_cmpttrs_avg_dumea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 4295 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.78335834 |
| Minimum | 0 |
|---|---|
| Maximum | 79.88948317 |
| Zeros | 69911 |
| Zeros (%) | 46.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.89928393 |
| Q3 | 23.99960696 |
| 95-th percentile | 37.51341156 |
| Maximum | 79.88948317 |
| Range | 79.88948317 |
| Interquartile range (IQR) | 23.99960696 |
Descriptive statistics
| Standard deviation | 14.1406854 |
|---|---|
| Coefficient of variation (CV) | 1.025924528 |
| Kurtosis | -0.7695294752 |
| Mean | 13.78335834 |
| Median Absolute Deviation (MAD) | 17.89928393 |
| Skewness | 0.4749657523 |
| Sum | 2067503.752 |
| Variance | 199.9589836 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69911 | |
| 17.89928393 | 16006 | 10.7% |
| 23.99960696 | 5537 | 3.7% |
| 21.34785349 | 3043 | 2.0% |
| 28.02437138 | 2624 | 1.7% |
| 20.31118337 | 1853 | 1.2% |
| 31.0829974 | 1504 | 1.0% |
| 22.29933738 | 1308 | 0.9% |
| 26.17309696 | 1189 | 0.8% |
| 19.75525126 | 1158 | 0.8% |
| Other values (4285) | 45867 |
| Value | Count | Frequency (%) |
| 0 | 69911 | |
| 17.89928393 | 16006 | 10.7% |
| 17.97905944 | 1 | < 0.1% |
| 18.02491422 | 1 | < 0.1% |
| 18.03323823 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 79.88948317 | 1 | |
| 77.7015284 | 1 | |
| 75.42725558 | 1 | |
| 74.08344565 | 1 | |
| 73.98380327 | 1 |
accum_oth_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1918 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5803079699 |
| Minimum | -1 |
|---|---|
| Maximum | 1.007060806 |
| Zeros | 62946 |
| Zeros (%) | 42.0% |
| Negative | 5 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000000033 |
| Q3 | 1.000004656 |
| 95-th percentile | 1.000067017 |
| Maximum | 1.007060806 |
| Range | 2.007060806 |
| Interquartile range (IQR) | 1.000004656 |
Descriptive statistics
| Standard deviation | 0.4935925066 |
|---|---|
| Coefficient of variation (CV) | 0.8505699253 |
| Kurtosis | -1.891352772 |
| Mean | 0.5803079699 |
| Median Absolute Deviation (MAD) | 3.940863373 × 10-5 |
| Skewness | -0.3262311955 |
| Sum | 87046.19548 |
| Variance | 0.2436335625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62946 | |
| 1.000000004 | 4007 | 2.7% |
| 1.000000014 | 3190 | 2.1% |
| 1.000000032 | 2676 | 1.8% |
| 1.000000058 | 2258 | 1.5% |
| 1.00000009 | 1993 | 1.3% |
| 1.00000013 | 1866 | 1.2% |
| 1.000000176 | 1628 | 1.1% |
| 1.00000023 | 1601 | 1.1% |
| 1.000000291 | 1519 | 1.0% |
| Other values (1908) | 66316 |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 4 | < 0.1% |
| 0 | 62946 | |
| 1 | 1 | < 0.1% |
| 1 | 951 | 0.6% |
| Value | Count | Frequency (%) |
| 1.007060806 | 1 | |
| 1.005030262 | 1 | |
| 1.00454991 | 1 | |
| 1.003787978 | 1 | |
| 1.003154804 | 1 |
sms_roam_clc_mea_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0007725341441 |
| Minimum | 0 |
|---|---|
| Maximum | 15.34366946 |
| Zeros | 149939 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15.34366946 |
| Range | 15.34366946 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05266711312 |
|---|---|
| Coefficient of variation (CV) | 68.17447944 |
| Kurtosis | 48691.12547 |
| Mean | 0.0007725341441 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 181.0673527 |
| Sum | 115.8801216 |
| Variance | 0.002773824805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149939 | |
| 1.46689156 | 46 | < 0.1% |
| 2.17821011 | 9 | < 0.1% |
| 2.880954379 | 3 | < 0.1% |
| 3.539646722 | 1 | < 0.1% |
| 1.273039522 | 1 | < 0.1% |
| 15.34366946 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149939 | |
| 1.273039522 | 1 | < 0.1% |
| 1.46689156 | 46 | < 0.1% |
| 2.17821011 | 9 | < 0.1% |
| 2.880954379 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.34366946 | 1 | < 0.1% |
| 3.539646722 | 1 | < 0.1% |
| 2.880954379 | 3 | < 0.1% |
| 2.17821011 | 9 | < 0.1% |
| 1.46689156 | 46 |
gprs_tar_vol_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 94941 |
|---|---|
| Distinct (%) | 63.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.6153729 |
| Minimum | 0 |
|---|---|
| Maximum | 283.615117 |
| Zeros | 43991 |
| Zeros (%) | 29.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 27.01235153 |
| Q3 | 88.51215014 |
| 95-th percentile | 164.7831131 |
| Maximum | 283.615117 |
| Range | 283.615117 |
| Interquartile range (IQR) | 88.51215014 |
Descriptive statistics
| Standard deviation | 56.90908763 |
|---|---|
| Coefficient of variation (CV) | 1.147005138 |
| Kurtosis | -0.08632679625 |
| Mean | 49.6153729 |
| Median Absolute Deviation (MAD) | 27.01235153 |
| Skewness | 1.032632049 |
| Sum | 7442305.936 |
| Variance | 3238.644254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43991 | |
| 1.064320397 | 803 | 0.5% |
| 12.53805583 | 504 | 0.3% |
| 1.207704776 | 422 | 0.3% |
| 12.53805583 | 342 | 0.2% |
| 1.38913981 | 251 | 0.2% |
| 1.589289213 | 219 | 0.1% |
| 1.10808554 | 190 | 0.1% |
| 1.139222859 | 134 | 0.1% |
| 2.010130606 | 125 | 0.1% |
| Other values (94931) | 103019 |
| Value | Count | Frequency (%) |
| 0 | 43991 | |
| 1.000211786 | 8 | < 0.1% |
| 1.000245348 | 2 | < 0.1% |
| 1.000272113 | 1 | < 0.1% |
| 1.000281337 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 283.615117 | 1 | |
| 281.3399138 | 1 | |
| 280.9714942 | 1 | |
| 279.0628592 | 1 | |
| 278.5878154 | 1 |
voice_out_tar_dur_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 625 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.74445074 |
| Minimum | 0 |
|---|---|
| Maximum | 136.8379621 |
| Zeros | 65111 |
| Zeros (%) | 43.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 28.02437138 |
| Q3 | 59.95669564 |
| 95-th percentile | 83.28654681 |
| Maximum | 136.8379621 |
| Range | 136.8379621 |
| Interquartile range (IQR) | 59.95669564 |
Descriptive statistics
| Standard deviation | 31.6450261 |
|---|---|
| Coefficient of variation (CV) | 0.9968679676 |
| Kurtosis | -1.341752314 |
| Mean | 31.74445074 |
| Median Absolute Deviation (MAD) | 28.02437138 |
| Skewness | 0.3432832818 |
| Sum | 4761667.612 |
| Variance | 1001.407677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65111 | |
| 17.89928393 | 4177 | 2.8% |
| 23.99960696 | 3100 | 2.1% |
| 28.02437138 | 2648 | 1.8% |
| 31.0829974 | 2283 | 1.5% |
| 33.57110757 | 2084 | 1.4% |
| 35.67888361 | 1930 | 1.3% |
| 37.51341156 | 1729 | 1.2% |
| 39.14133654 | 1655 | 1.1% |
| 40.60712622 | 1605 | 1.1% |
| Other values (615) | 63678 |
| Value | Count | Frequency (%) |
| 0 | 65111 | |
| 17.89928393 | 4177 | 2.8% |
| 23.99960696 | 3100 | 2.1% |
| 28.02437138 | 2648 | 1.8% |
| 31.0829974 | 2283 | 1.5% |
| Value | Count | Frequency (%) |
| 136.8379621 | 1 | |
| 132.8377963 | 1 | |
| 131.9850822 | 1 | |
| 131.9262091 | 1 | |
| 127.9922009 | 1 |
all_roam_clc_std_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 96 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02301558241 |
| Minimum | 0 |
|---|---|
| Maximum | 33.38539686 |
| Zeros | 149643 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33.38539686 |
| Range | 33.38539686 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.533142944 |
|---|---|
| Coefficient of variation (CV) | 23.16443418 |
| Kurtosis | 1085.379207 |
| Mean | 0.02301558241 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.64706994 |
| Sum | 3452.337362 |
| Variance | 0.2842413987 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149643 | |
| 7.306489335 | 97 | 0.1% |
| 5.790808077 | 56 | < 0.1% |
| 3.192576594 | 24 | < 0.1% |
| 8.182257456 | 21 | < 0.1% |
| 11.00451042 | 13 | < 0.1% |
| 15.70535781 | 13 | < 0.1% |
| 11.00444862 | 11 | < 0.1% |
| 8.778501658 | 7 | < 0.1% |
| 8.976568503 | 7 | < 0.1% |
| Other values (86) | 108 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149643 | |
| 3.192576594 | 24 | < 0.1% |
| 3.955242334 | 1 | < 0.1% |
| 5.485021532 | 1 | < 0.1% |
| 5.790808077 | 56 | < 0.1% |
| Value | Count | Frequency (%) |
| 33.38539686 | 1 | |
| 31.99958521 | 1 | |
| 31.1854937 | 1 | |
| 30.4050111 | 1 | |
| 26.72487117 | 1 |
voice_in_tar_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 15388 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.90110241 |
| Minimum | 0 |
|---|---|
| Maximum | 146.1091726 |
| Zeros | 29237 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 19.9809118 |
| median | 48.38910682 |
| Q3 | 66.58801591 |
| 95-th percentile | 86.38649889 |
| Maximum | 146.1091726 |
| Range | 146.1091726 |
| Interquartile range (IQR) | 46.60710411 |
Descriptive statistics
| Standard deviation | 28.9806694 |
|---|---|
| Coefficient of variation (CV) | 0.6601353453 |
| Kurtosis | -1.052911844 |
| Mean | 43.90110241 |
| Median Absolute Deviation (MAD) | 21.38046924 |
| Skewness | -0.189370574 |
| Sum | 6585165.362 |
| Variance | 839.8791989 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29237 | 19.5% |
| 8.687248223 | 171 | 0.1% |
| 9.027097853 | 158 | 0.1% |
| 9.669720902 | 152 | 0.1% |
| 11.61519305 | 149 | 0.1% |
| 9.974411855 | 146 | 0.1% |
| 8.333535892 | 143 | 0.1% |
| 10.55454345 | 141 | 0.1% |
| 10.26911687 | 140 | 0.1% |
| 7.578965206 | 140 | 0.1% |
| Other values (15378) | 119423 |
| Value | Count | Frequency (%) |
| 0 | 29237 | |
| 1.480453014 | 82 | 0.1% |
| 2.206948961 | 46 | < 0.1% |
| 2.921812056 | 52 | < 0.1% |
| 3.590290394 | 47 | < 0.1% |
| Value | Count | Frequency (%) |
| 146.1091726 | 1 | |
| 140.0165245 | 1 | |
| 137.3350374 | 1 | |
| 133.6607155 | 1 | |
| 132.6153713 | 1 |
pay_avg_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 21072 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2062981569 |
| Minimum | -21.34785349 |
|---|---|
| Maximum | 28.608584 |
| Zeros | 28267 |
| Zeros (%) | 18.8% |
| Negative | 56552 |
| Negative (%) | 37.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -21.34785349 |
|---|---|
| 5-th percentile | -4.544852612 |
| Q1 | -1.701845217 |
| median | 0 |
| Q3 | 2.127446601 |
| 95-th percentile | 4.890858094 |
| Maximum | 28.608584 |
| Range | 49.95643749 |
| Interquartile range (IQR) | 3.829291818 |
Descriptive statistics
| Standard deviation | 3.089034874 |
|---|---|
| Coefficient of variation (CV) | 14.97364261 |
| Kurtosis | 2.771643251 |
| Mean | 0.2062981569 |
| Median Absolute Deviation (MAD) | 1.919170479 |
| Skewness | 0.06412926762 |
| Sum | 30944.72354 |
| Variance | 9.54213645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28267 | 18.8% |
| 1.514559429 | 1170 | 0.8% |
| 2.278539342 | 1075 | 0.7% |
| -1.514559429 | 1026 | 0.7% |
| 3.023078865 | 959 | 0.6% |
| -2.278539342 | 888 | 0.6% |
| -3.023078865 | 772 | 0.5% |
| 2.022050194 | 728 | 0.5% |
| 2.531813523 | 688 | 0.5% |
| 1.281129869 | 686 | 0.5% |
| Other values (21062) | 113741 |
| Value | Count | Frequency (%) |
| -21.34785349 | 1 | |
| -21.26435914 | 1 | |
| -20.77400639 | 1 | |
| -20.31118337 | 1 | |
| -20.12953019 | 1 |
| Value | Count | Frequency (%) |
| 28.608584 | 1 | |
| 25.27233462 | 1 | |
| 25.10636017 | 1 | |
| 24.82467 | 1 | |
| 23.75603862 | 1 |
voice_mts_out_dwork_partmax_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 17953 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.025827415 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 29717 |
| Zeros (%) | 19.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.041575207 |
| median | 1.236714293 |
| Q3 | 1.360379533 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.3188043261 |
Descriptive statistics
| Standard deviation | 0.5248091016 |
|---|---|
| Coefficient of variation (CV) | 0.5115959021 |
| Kurtosis | 0.01609986025 |
| Mean | 1.025827415 |
| Median Absolute Deviation (MAD) | 0.147716603 |
| Skewness | -1.311342205 |
| Sum | 153874.1122 |
| Variance | 0.2754245931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29717 | 19.8% |
| 1.480453014 | 16004 | 10.7% |
| 1.164401954 | 1893 | 1.3% |
| 1.260942818 | 1736 | 1.2% |
| 1.31316983 | 1353 | 0.9% |
| 1.345493163 | 1111 | 0.7% |
| 1.367400612 | 877 | 0.6% |
| 1.082760975 | 767 | 0.5% |
| 1.220903412 | 749 | 0.5% |
| 1.383209542 | 673 | 0.4% |
| Other values (17943) | 95120 |
| Value | Count | Frequency (%) |
| 0 | 29717 | |
| 1.000002097 | 1 | < 0.1% |
| 1.000002623 | 1 | < 0.1% |
| 1.000004695 | 1 | < 0.1% |
| 1.000005792 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 16004 | |
| 1.47883014 | 1 | < 0.1% |
| 1.478648465 | 1 | < 0.1% |
| 1.478203347 | 1 | < 0.1% |
| 1.477848285 | 1 | < 0.1% |
accum_oth_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3057 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4247154006 |
| Minimum | -1 |
|---|---|
| Maximum | 1.001448303 |
| Zeros | 80227 |
| Zeros (%) | 53.5% |
| Negative | 3033 |
| Negative (%) | 2.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000000189 |
| 95-th percentile | 1.000008618 |
| Maximum | 1.001448303 |
| Range | 2.001448303 |
| Interquartile range (IQR) | 1.000000189 |
Descriptive statistics
| Standard deviation | 0.5336442589 |
|---|---|
| Coefficient of variation (CV) | 1.256474943 |
| Kurtosis | -1.157165809 |
| Mean | 0.4247154006 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.0969693864 |
| Sum | 63707.31009 |
| Variance | 0.2847761951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 80227 | |
| 1 | 3186 | 2.1% |
| 1.000000001 | 2380 | 1.6% |
| -1 | 1928 | 1.3% |
| 1.000000002 | 1891 | 1.3% |
| 1.000000004 | 1526 | 1.0% |
| 1.000000006 | 1402 | 0.9% |
| 1.000000008 | 1260 | 0.8% |
| 1.000000011 | 1145 | 0.8% |
| 1.000000014 | 1034 | 0.7% |
| Other values (3047) | 54021 |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1 | 2 | < 0.1% |
| -1 | 5 |
| Value | Count | Frequency (%) |
| 1.001448303 | 1 | |
| 1.001241634 | 1 | |
| 1.001146514 | 2 | |
| 1.000956467 | 1 | |
| 1.000852328 | 1 |
ama_volume_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1130 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03102666667 |
| Minimum | -1.000000003 |
|---|---|
| Maximum | 1.00000001 |
| Zeros | 145340 |
| Zeros (%) | 96.9% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.000000003 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.00000001 |
| Range | 2.000000013 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1735056579 |
|---|---|
| Coefficient of variation (CV) | 5.592146257 |
| Kurtosis | 27.22733263 |
| Mean | 0.03102666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.398032626 |
| Sum | 4654.000001 |
| Variance | 0.03010421332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145340 | |
| 1 | 732 | 0.5% |
| 1 | 446 | 0.3% |
| 1 | 202 | 0.1% |
| 1 | 199 | 0.1% |
| 1 | 162 | 0.1% |
| 1 | 161 | 0.1% |
| 1 | 107 | 0.1% |
| 1 | 100 | 0.1% |
| 1 | 93 | 0.1% |
| Other values (1120) | 2458 | 1.6% |
| Value | Count | Frequency (%) |
| -1.000000003 | 1 | < 0.1% |
| -1.000000001 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| 0 | 145340 | |
| 1 | 199 | 0.1% |
| Value | Count | Frequency (%) |
| 1.00000001 | 1 | |
| 1.000000008 | 1 | |
| 1.000000008 | 1 | |
| 1.000000006 | 1 | |
| 1.000000005 | 1 |
voice_mts_out_dwork_partstd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 122105 |
|---|---|
| Distinct (%) | 81.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9146014539 |
| Minimum | 0 |
|---|---|
| Maximum | 1.176549816 |
| Zeros | 18921 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.011465552 |
| median | 1.029944702 |
| Q3 | 1.063973914 |
| 95-th percentile | 1.116343951 |
| Maximum | 1.176549816 |
| Range | 1.176549816 |
| Interquartile range (IQR) | 0.05250836217 |
Descriptive statistics
| Standard deviation | 0.3491396241 |
|---|---|
| Coefficient of variation (CV) | 0.3817396338 |
| Kurtosis | 2.967966439 |
| Mean | 0.9146014539 |
| Median Absolute Deviation (MAD) | 0.02307099686 |
| Skewness | -2.208629357 |
| Sum | 137190.2181 |
| Variance | 0.1218984771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18921 | 12.6% |
| 1.064320397 | 2431 | 1.6% |
| 1.10808554 | 769 | 0.5% |
| 1.139222859 | 333 | 0.2% |
| 1.01817803 | 244 | 0.2% |
| 1.008440556 | 145 | 0.1% |
| 1.073240924 | 136 | 0.1% |
| 1.160290336 | 120 | 0.1% |
| 1.030979552 | 115 | 0.1% |
| 1.00485579 | 98 | 0.1% |
| Other values (122095) | 126688 |
| Value | Count | Frequency (%) |
| 0 | 18921 | |
| 1.000000324 | 1 | < 0.1% |
| 1.000000392 | 1 | < 0.1% |
| 1.000000479 | 1 | < 0.1% |
| 1.000000486 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.176549816 | 34 | |
| 1.175842003 | 1 | < 0.1% |
| 1.175247524 | 1 | < 0.1% |
| 1.174887392 | 1 | < 0.1% |
| 1.1744527 | 1 | < 0.1% |
voice_mts_in_drest_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 62424 |
|---|---|
| Distinct (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4412503115 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 84309 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.001881872 |
| 95-th percentile | 1.018655048 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.001881872 |
Descriptive statistics
| Standard deviation | 0.4999645106 |
|---|---|
| Coefficient of variation (CV) | 1.133063247 |
| Kurtosis | -1.935367443 |
| Mean | 0.4412503115 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2511941019 |
| Sum | 66187.54672 |
| Variance | 0.2499645119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84309 | |
| 1.003675345 | 14 | < 0.1% |
| 1.004760016 | 14 | < 0.1% |
| 1.001811321 | 13 | < 0.1% |
| 1.001666435 | 12 | < 0.1% |
| 1.00757098 | 12 | < 0.1% |
| 1.004165221 | 12 | < 0.1% |
| 1.011100838 | 11 | < 0.1% |
| 1.000640991 | 11 | < 0.1% |
| 1.00238048 | 11 | < 0.1% |
| Other values (62414) | 65581 |
| Value | Count | Frequency (%) |
| 0 | 84309 | |
| 1.000000002 | 1 | < 0.1% |
| 1.000000008 | 1 | < 0.1% |
| 1.000000009 | 1 | < 0.1% |
| 1.000000009 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.479407718 | 1 | |
| 1.444662079 | 1 | |
| 1.359796911 | 1 | |
| 1.329910265 | 1 |
voice_mts_out_drest_partstd_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 94920 |
|---|---|
| Distinct (%) | 63.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7624596516 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 38439 |
| Zeros (%) | 25.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.005376259 |
| Q3 | 1.019874515 |
| 95-th percentile | 1.094185678 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.019874515 |
Descriptive statistics
| Standard deviation | 0.4486695395 |
|---|---|
| Coefficient of variation (CV) | 0.5884502066 |
| Kurtosis | -0.7625809847 |
| Mean | 0.7624596516 |
| Median Absolute Deviation (MAD) | 0.01523587992 |
| Skewness | -1.098664382 |
| Sum | 114368.9477 |
| Variance | 0.2013043557 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38439 | 25.6% |
| 1.164401954 | 1826 | 1.2% |
| 1.049793044 | 611 | 0.4% |
| 1.023762432 | 468 | 0.3% |
| 1.013872843 | 380 | 0.3% |
| 1.00908403 | 328 | 0.2% |
| 1.006406835 | 277 | 0.2% |
| 1.004760016 | 196 | 0.1% |
| 1.003675345 | 191 | 0.1% |
| 1.002923264 | 190 | 0.1% |
| Other values (94910) | 107094 |
| Value | Count | Frequency (%) |
| 0 | 38439 | |
| 1.000000584 | 1 | < 0.1% |
| 1.000000595 | 1 | < 0.1% |
| 1.000000999 | 1 | < 0.1% |
| 1.000001019 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 133 | |
| 1.202430347 | 1 | < 0.1% |
| 1.201440752 | 1 | < 0.1% |
| 1.20119658 | 1 | < 0.1% |
| 1.200820949 | 1 | < 0.1% |
voice_mts_out_nwork_partmin_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 5162 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1209068233 |
| Minimum | 0 |
|---|---|
| Maximum | 1.317426808 |
| Zeros | 131926 |
| Zeros (%) | 88.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.001086104 |
| Maximum | 1.317426808 |
| Range | 1.317426808 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3266734717 |
|---|---|
| Coefficient of variation (CV) | 2.70186134 |
| Kurtosis | 3.440070356 |
| Mean | 0.1209068233 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.332123025 |
| Sum | 18136.0235 |
| Variance | 0.1067155571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 131926 | |
| 1.001231401 | 66 | < 0.1% |
| 1.000891199 | 63 | < 0.1% |
| 1.000505029 | 63 | < 0.1% |
| 1.000793598 | 62 | < 0.1% |
| 1.00024038 | 62 | < 0.1% |
| 1.000483072 | 61 | < 0.1% |
| 1.000392144 | 61 | < 0.1% |
| 1.000264405 | 60 | < 0.1% |
| 1.000362834 | 60 | < 0.1% |
| Other values (5152) | 17516 | 11.7% |
| Value | Count | Frequency (%) |
| 0 | 131926 | |
| 1.000000951 | 1 | < 0.1% |
| 1.000000958 | 1 | < 0.1% |
| 1.000001095 | 1 | < 0.1% |
| 1.000001214 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.317426808 | 1 | |
| 1.242533088 | 1 | |
| 1.193557132 | 1 | |
| 1.1870961 | 1 | |
| 1.175445742 | 1 |
voice_out_short_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 469 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01590705368 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207457957 |
| Zeros | 147616 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.207457957 |
| Range | 1.207457957 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1251749399 |
|---|---|
| Coefficient of variation (CV) | 7.869146761 |
| Kurtosis | 57.95434901 |
| Mean | 0.01590705368 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.742652384 |
| Sum | 2386.058051 |
| Variance | 0.01566876558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147616 | |
| 1.000190256 | 29 | < 0.1% |
| 1.000170879 | 27 | < 0.1% |
| 1.000195615 | 27 | < 0.1% |
| 1.000226138 | 25 | < 0.1% |
| 1.000185114 | 25 | < 0.1% |
| 1.000154319 | 24 | < 0.1% |
| 1.000175436 | 24 | < 0.1% |
| 1.000091574 | 24 | < 0.1% |
| 1.000264405 | 23 | < 0.1% |
| Other values (459) | 2156 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 147616 | |
| 1.000008676 | 1 | < 0.1% |
| 1.000008831 | 1 | < 0.1% |
| 1.000009555 | 1 | < 0.1% |
| 1.000010306 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207457957 | 1 | |
| 1.164401954 | 1 | |
| 1.136913586 | 1 | |
| 1.123480475 | 1 | |
| 1.113213566 | 1 |
accum_mts_dur_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 323 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1388599029 |
| Minimum | -1.000027732 |
|---|---|
| Maximum | 1.000209518 |
| Zeros | 118329 |
| Zeros (%) | 78.9% |
| Negative | 26250 |
| Negative (%) | 17.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.000027732 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.000209518 |
| Range | 2.00023725 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4380175834 |
|---|---|
| Coefficient of variation (CV) | -3.154384919 |
| Kurtosis | 1.274086996 |
| Mean | -0.1388599029 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.6694503032 |
| Sum | -20828.98543 |
| Variance | 0.1918594034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 118329 | |
| -1 | 16701 | 11.1% |
| -1 | 4580 | 3.1% |
| -1 | 1963 | 1.3% |
| -1 | 1156 | 0.8% |
| -1 | 751 | 0.5% |
| 1.000000004 | 612 | 0.4% |
| -1 | 525 | 0.4% |
| -1 | 499 | 0.3% |
| 1.000000014 | 429 | 0.3% |
| Other values (313) | 4455 | 3.0% |
| Value | Count | Frequency (%) |
| -1.000027732 | 1 | |
| -1.000026489 | 1 | |
| -1.000012913 | 1 | |
| -1.000010464 | 1 | |
| -1.00000793 | 1 |
| Value | Count | Frequency (%) |
| 1.000209518 | 1 | |
| 1.000148004 | 2 | |
| 1.000142291 | 1 | |
| 1.000128494 | 1 | |
| 1.000109103 | 1 |
conn_com_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 6015 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3656253659 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 97662 |
| Zeros (%) | 65.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.002164112 |
| 95-th percentile | 1.107914922 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.002164112 |
Descriptive statistics
| Standard deviation | 0.5019529258 |
|---|---|
| Coefficient of variation (CV) | 1.372861329 |
| Kurtosis | -1.488702918 |
| Mean | 0.3656253659 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6695044249 |
| Sum | 54843.80489 |
| Variance | 0.2519567397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97662 | |
| 1.049793044 | 592 | 0.4% |
| 1.03324115 | 576 | 0.4% |
| 1.023762432 | 555 | 0.4% |
| 1.082760975 | 545 | 0.4% |
| 1.164401954 | 534 | 0.4% |
| 1.017830633 | 527 | 0.4% |
| 1.013872843 | 494 | 0.3% |
| 1.00757098 | 447 | 0.3% |
| 1.011100838 | 432 | 0.3% |
| Other values (6005) | 47636 |
| Value | Count | Frequency (%) |
| 0 | 97662 | |
| 1.000001212 | 1 | < 0.1% |
| 1.000002572 | 1 | < 0.1% |
| 1.00000396 | 1 | < 0.1% |
| 1.000004575 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 129 | |
| 1.473165307 | 1 | < 0.1% |
| 1.472011531 | 1 | < 0.1% |
| 1.470705785 | 1 | < 0.1% |
| 1.470423722 | 1 | < 0.1% |
content_clc_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 917 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06651284467 |
| Minimum | 0 |
|---|---|
| Maximum | 24.03969793 |
| Zeros | 145227 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24.03969793 |
| Range | 24.03969793 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5876156778 |
|---|---|
| Coefficient of variation (CV) | 8.83461955 |
| Kurtosis | 362.7994402 |
| Mean | 0.06651284467 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.93910085 |
| Sum | 9976.9267 |
| Variance | 0.3452921848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145227 | |
| 1.070981739 | 846 | 0.6% |
| 1.041652523 | 773 | 0.5% |
| 1.623274637 | 174 | 0.1% |
| 1.139504951 | 157 | 0.1% |
| 1.157689342 | 156 | 0.1% |
| 1.227140246 | 153 | 0.1% |
| 1.011503693 | 146 | 0.1% |
| 1.01817803 | 139 | 0.1% |
| 1.016174342 | 98 | 0.1% |
| Other values (907) | 2131 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 145227 | |
| 1.004318823 | 1 | < 0.1% |
| 1.005835745 | 2 | < 0.1% |
| 1.006120826 | 3 | < 0.1% |
| 1.006416431 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.03969793 | 1 | |
| 20.86771169 | 1 | |
| 18.79440112 | 1 | |
| 18.78889744 | 1 | |
| 18.32979165 | 1 |
all_roam_clc_td_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 143 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.004436686635 |
| Minimum | -13.00886221 |
|---|---|
| Maximum | 4.804977808 |
| Zeros | 149643 |
| Zeros (%) | 99.8% |
| Negative | 313 |
| Negative (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -13.00886221 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4.804977808 |
| Range | 17.81384002 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1440805642 |
|---|---|
| Coefficient of variation (CV) | -32.47481195 |
| Kurtosis | 3058.981598 |
| Mean | -0.004436686635 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -45.92557492 |
| Sum | -665.5029953 |
| Variance | 0.02075920897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149643 | |
| -1.519363531 | 44 | < 0.1% |
| -1.118714131 | 18 | < 0.1% |
| -1.139336664 | 17 | < 0.1% |
| -1.272604233 | 16 | < 0.1% |
| -1.845670964 | 15 | < 0.1% |
| -1.016511439 | 12 | < 0.1% |
| -2.148019931 | 11 | < 0.1% |
| -1.825571843 | 10 | < 0.1% |
| 1.016511439 | 9 | < 0.1% |
| Other values (133) | 205 | 0.1% |
| Value | Count | Frequency (%) |
| -13.00886221 | 1 | |
| -12.4304496 | 1 | |
| -12.02128094 | 1 | |
| -11.96183514 | 1 | |
| -11.21769409 | 1 |
| Value | Count | Frequency (%) |
| 4.804977808 | 2 | |
| 3.486190677 | 1 | < 0.1% |
| 2.087600251 | 1 | < 0.1% |
| 1.946387308 | 4 | |
| 1.845670964 | 1 | < 0.1% |
voice_in_td_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 25933 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.588689806 |
| Minimum | 0 |
|---|---|
| Maximum | 37.34950238 |
| Zeros | 5291 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.10808554 |
| Q1 | 3.354696031 |
| median | 5.285523123 |
| Q3 | 7.463563515 |
| 95-th percentile | 11.19267986 |
| Maximum | 37.34950238 |
| Range | 37.34950238 |
| Interquartile range (IQR) | 4.108867484 |
Descriptive statistics
| Standard deviation | 3.142908103 |
|---|---|
| Coefficient of variation (CV) | 0.5623693947 |
| Kurtosis | 1.025625977 |
| Mean | 5.588689806 |
| Median Absolute Deviation (MAD) | 2.043714958 |
| Skewness | 0.6918297086 |
| Sum | 838303.4708 |
| Variance | 9.877871346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5291 | 3.5% |
| 1.064320397 | 1496 | 1.0% |
| 1.10808554 | 678 | 0.5% |
| 1.23367744 | 387 | 0.3% |
| 1.207704776 | 382 | 0.3% |
| 1.251588959 | 353 | 0.2% |
| 1.139222859 | 301 | 0.2% |
| 1.412203867 | 283 | 0.2% |
| 1.26210277 | 272 | 0.2% |
| 1.59627656 | 267 | 0.2% |
| Other values (25923) | 140290 |
| Value | Count | Frequency (%) |
| 0 | 5291 | |
| 1.064320397 | 1496 | 1.0% |
| 1.069446038 | 28 | < 0.1% |
| 1.075498494 | 27 | < 0.1% |
| 1.082760975 | 45 | < 0.1% |
| Value | Count | Frequency (%) |
| 37.34950238 | 1 | |
| 31.73237707 | 1 | |
| 28.87771158 | 1 | |
| 28.68482778 | 1 | |
| 28.67843911 | 1 |
goodok_clc_min_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_life_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1359 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07055462377 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 139671 |
| Zeros (%) | 93.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.001424332 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2597728865 |
|---|---|
| Coefficient of variation (CV) | 3.681869064 |
| Kurtosis | 9.764879004 |
| Mean | 0.07055462377 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.421956023 |
| Sum | 10583.19357 |
| Variance | 0.06748195258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 139671 | |
| 1.013872843 | 170 | 0.1% |
| 1.017830633 | 168 | 0.1% |
| 1.00908403 | 164 | 0.1% |
| 1.00757098 | 157 | 0.1% |
| 1.023762432 | 155 | 0.1% |
| 1.011100838 | 145 | 0.1% |
| 1.006406835 | 138 | 0.1% |
| 1.03324115 | 136 | 0.1% |
| 1.002631002 | 132 | 0.1% |
| Other values (1349) | 8964 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 139671 | |
| 1.000009211 | 1 | < 0.1% |
| 1.00001011 | 1 | < 0.1% |
| 1.000010576 | 1 | < 0.1% |
| 1.000010785 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 7 | |
| 1.447627406 | 1 | < 0.1% |
| 1.444194169 | 1 | < 0.1% |
| 1.431359359 | 2 | < 0.1% |
| 1.425528148 | 1 | < 0.1% |
sms_in_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 336 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.594123541 |
| Minimum | 0 |
|---|---|
| Maximum | 54.10854009 |
| Zeros | 16251 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.206948961 |
| median | 3.590290394 |
| Q3 | 6.30189811 |
| 95-th percentile | 11.86254065 |
| Maximum | 54.10854009 |
| Range | 54.10854009 |
| Interquartile range (IQR) | 4.09494915 |
Descriptive statistics
| Standard deviation | 3.891879055 |
|---|---|
| Coefficient of variation (CV) | 0.8471428816 |
| Kurtosis | 8.156995437 |
| Mean | 4.594123541 |
| Median Absolute Deviation (MAD) | 2.10983738 |
| Skewness | 2.018676411 |
| Sum | 689118.5311 |
| Variance | 15.14672258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.206948961 | 18851 | |
| 1.480453014 | 16286 | |
| 0 | 16251 | |
| 2.921812056 | 14630 | |
| 3.590290394 | 13156 | 8.8% |
| 4.210401996 | 10453 | 7.0% |
| 4.786566308 | 8668 | 5.8% |
| 5.324077125 | 6818 | 4.5% |
| 5.827795843 | 5828 | 3.9% |
| 6.30189811 | 4744 | 3.2% |
| Other values (326) | 34315 |
| Value | Count | Frequency (%) |
| 0 | 16251 | |
| 1.480453014 | 16286 | |
| 2.206948961 | 18851 | |
| 2.921812056 | 14630 | |
| 3.590290394 | 13156 |
| Value | Count | Frequency (%) |
| 54.10854009 | 1 | |
| 48.68942831 | 1 | |
| 47.70504225 | 1 | |
| 46.84358942 | 1 | |
| 46.38672379 | 1 |
voice_in_cmpttrs_td_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7874669087 |
| Minimum | 0 |
|---|---|
| Maximum | 36.47199877 |
| Zeros | 116029 |
| Zeros (%) | 77.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.786566308 |
| Maximum | 36.47199877 |
| Range | 36.47199877 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.911996637 |
|---|---|
| Coefficient of variation (CV) | 2.428034266 |
| Kurtosis | 17.1285423 |
| Mean | 0.7874669087 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.562757572 |
| Sum | 118120.0363 |
| Variance | 3.655731141 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116029 | |
| 1.480453014 | 11454 | 7.6% |
| 2.206948961 | 6039 | 4.0% |
| 2.921812056 | 3679 | 2.5% |
| 3.590290394 | 2688 | 1.8% |
| 4.210401996 | 1903 | 1.3% |
| 4.786566308 | 1457 | 1.0% |
| 5.324077125 | 1137 | 0.8% |
| 5.827795843 | 918 | 0.6% |
| 6.30189811 | 717 | 0.5% |
| Other values (84) | 3979 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 116029 | |
| 1.480453014 | 11454 | 7.6% |
| 2.206948961 | 6039 | 4.0% |
| 2.921812056 | 3679 | 2.5% |
| 3.590290394 | 2688 | 1.8% |
| Value | Count | Frequency (%) |
| 36.47199877 | 1 | |
| 28.75032958 | 1 | |
| 24.98883471 | 1 | |
| 24.76754894 | 1 | |
| 24.23511437 | 1 |
accum_oth_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 509 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1690604943 |
| Minimum | -1 |
|---|---|
| Maximum | 1.001138671 |
| Zeros | 116973 |
| Zeros (%) | 78.0% |
| Negative | 3834 |
| Negative (%) | 2.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000001165 |
| Maximum | 1.001138671 |
| Range | 2.001138672 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4377223039 |
|---|---|
| Coefficient of variation (CV) | 2.589146007 |
| Kurtosis | 0.8453933738 |
| Mean | 0.1690604943 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7995317875 |
| Sum | 25359.07415 |
| Variance | 0.1916008153 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116973 | |
| 1.000000004 | 4032 | 2.7% |
| -1 | 2799 | 1.9% |
| 1.000000014 | 2769 | 1.8% |
| 1.000000032 | 2074 | 1.4% |
| 1.000000058 | 1716 | 1.1% |
| 1.00000009 | 1469 | 1.0% |
| 1.00000013 | 1253 | 0.8% |
| 1.000000176 | 1056 | 0.7% |
| 1.00000023 | 936 | 0.6% |
| Other values (499) | 14923 | 9.9% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 17 | < 0.1% |
| -1 | 25 | < 0.1% |
| -1 | 55 | |
| -1 | 75 |
| Value | Count | Frequency (%) |
| 1.001138671 | 1 | |
| 1.00099828 | 1 | |
| 1.000479543 | 1 | |
| 1.000469313 | 1 | |
| 1.000361685 | 1 |
voice_out_td_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 224 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.43438124 |
| Minimum | 0 |
|---|---|
| Maximum | 43.70937847 |
| Zeros | 65111 |
| Zeros (%) | 43.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.206948961 |
| Q3 | 7.964623589 |
| 95-th percentile | 15.14662631 |
| Maximum | 43.70937847 |
| Range | 43.70937847 |
| Interquartile range (IQR) | 7.964623589 |
Descriptive statistics
| Standard deviation | 5.380617413 |
|---|---|
| Coefficient of variation (CV) | 1.213386293 |
| Kurtosis | 0.7150454413 |
| Mean | 4.43438124 |
| Median Absolute Deviation (MAD) | 2.206948961 |
| Skewness | 1.166274807 |
| Sum | 665157.186 |
| Variance | 28.95104374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65111 | |
| 1.480453014 | 7230 | 4.8% |
| 2.206948961 | 5613 | 3.7% |
| 2.921812056 | 4924 | 3.3% |
| 3.590290394 | 4445 | 3.0% |
| 4.210401996 | 4104 | 2.7% |
| 4.786566308 | 3676 | 2.5% |
| 5.324077125 | 3434 | 2.3% |
| 5.827795843 | 3128 | 2.1% |
| 6.30189811 | 2857 | 1.9% |
| Other values (214) | 45478 |
| Value | Count | Frequency (%) |
| 0 | 65111 | |
| 1.480453014 | 7230 | 4.8% |
| 2.206948961 | 5613 | 3.7% |
| 2.921812056 | 4924 | 3.3% |
| 3.590290394 | 4445 | 3.0% |
| Value | Count | Frequency (%) |
| 43.70937847 | 1 | |
| 36.41014679 | 1 | |
| 36.12845212 | 1 | |
| 34.01885111 | 1 | |
| 33.0691214 | 1 |
gprs_tar_vol_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 5442 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.62836045 |
| Minimum | 0 |
|---|---|
| Maximum | 260.9969456 |
| Zeros | 134988 |
| Zeros (%) | 90.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 27.73390474 |
| Maximum | 260.9969456 |
| Range | 260.9969456 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15.51732292 |
|---|---|
| Coefficient of variation (CV) | 4.276676238 |
| Kurtosis | 50.1398693 |
| Mean | 3.62836045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.303992849 |
| Sum | 544254.0674 |
| Variance | 240.7873106 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 134988 | |
| 1.480453014 | 528 | 0.4% |
| 2.206948961 | 382 | 0.3% |
| 2.921812056 | 252 | 0.2% |
| 3.590290394 | 218 | 0.1% |
| 4.210401996 | 213 | 0.1% |
| 4.786566308 | 191 | 0.1% |
| 22.29933738 | 186 | 0.1% |
| 5.324077125 | 171 | 0.1% |
| 5.827795843 | 150 | 0.1% |
| Other values (5432) | 12721 | 8.5% |
| Value | Count | Frequency (%) |
| 0 | 134988 | |
| 1.001468335 | 1 | < 0.1% |
| 1.001769987 | 3 | < 0.1% |
| 1.002453611 | 2 | < 0.1% |
| 1.00324232 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 260.9969456 | 1 | |
| 241.1415689 | 1 | |
| 236.8070409 | 1 | |
| 229.1908983 | 1 | |
| 227.1427209 | 1 |
voice_mts_out_dwork_partmin_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 14629 |
|---|---|
| Distinct (%) | 9.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4622223289 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 84736 |
| Zeros (%) | 56.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.036234542 |
| 95-th percentile | 1.136426886 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.036234542 |
Descriptive statistics
| Standard deviation | 0.5280544481 |
|---|---|
| Coefficient of variation (CV) | 1.142425225 |
| Kurtosis | -1.898732274 |
| Mean | 0.4622223289 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2782165534 |
| Sum | 69333.34933 |
| Variance | 0.2788415002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84736 | |
| 1.082760975 | 666 | 0.4% |
| 1.049793044 | 645 | 0.4% |
| 1.03324115 | 585 | 0.4% |
| 1.023762432 | 504 | 0.3% |
| 1.017830633 | 439 | 0.3% |
| 1.013872843 | 411 | 0.3% |
| 1.011100838 | 353 | 0.2% |
| 1.164401954 | 343 | 0.2% |
| 1.00908403 | 317 | 0.2% |
| Other values (14619) | 61001 |
| Value | Count | Frequency (%) |
| 0 | 84736 | |
| 1.000001507 | 1 | < 0.1% |
| 1.000002231 | 1 | < 0.1% |
| 1.000003138 | 1 | < 0.1% |
| 1.000004927 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.464375657 | 1 | |
| 1.452101843 | 1 | |
| 1.434604799 | 1 | |
| 1.420805745 | 2 |
content_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 121 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.040214501 |
| Minimum | 0 |
|---|---|
| Maximum | 63.91667401 |
| Zeros | 52215 |
| Zeros (%) | 34.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.921812056 |
| Q3 | 4.786566308 |
| 95-th percentile | 8.333535892 |
| Maximum | 63.91667401 |
| Range | 63.91667401 |
| Interquartile range (IQR) | 4.786566308 |
Descriptive statistics
| Standard deviation | 3.023771034 |
|---|---|
| Coefficient of variation (CV) | 0.9945913463 |
| Kurtosis | 2.568184318 |
| Mean | 3.040214501 |
| Median Absolute Deviation (MAD) | 2.921812056 |
| Skewness | 1.053746737 |
| Sum | 456032.1751 |
| Variance | 9.143191263 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52215 | |
| 2.921812056 | 18219 | 12.1% |
| 3.590290394 | 11380 | 7.6% |
| 1.480453014 | 10572 | 7.0% |
| 4.786566308 | 8389 | 5.6% |
| 4.210401996 | 6629 | 4.4% |
| 2.206948961 | 6578 | 4.4% |
| 5.324077125 | 6295 | 4.2% |
| 5.827795843 | 4797 | 3.2% |
| 6.749901739 | 4545 | 3.0% |
| Other values (111) | 20381 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 52215 | |
| 1.480453014 | 10572 | 7.0% |
| 2.206948961 | 6578 | 4.4% |
| 2.921812056 | 18219 | 12.1% |
| 3.590290394 | 11380 | 7.6% |
| Value | Count | Frequency (%) |
| 63.91667401 | 1 | |
| 33.26436087 | 1 | |
| 33.10839141 | 1 | |
| 30.47779396 | 1 | |
| 30.04209411 | 1 |
voice_mts_in_nwork_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 112474 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9554164418 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 23206 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.011369203 |
| median | 1.064326196 |
| Q3 | 1.158525533 |
| 95-th percentile | 1.428147861 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1471563299 |
Descriptive statistics
| Standard deviation | 0.4256414611 |
|---|---|
| Coefficient of variation (CV) | 0.4455035966 |
| Kurtosis | 1.109934656 |
| Mean | 0.9554164418 |
| Median Absolute Deviation (MAD) | 0.06233088177 |
| Skewness | -1.563895494 |
| Sum | 143312.4663 |
| Variance | 0.1811706534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23206 | 15.5% |
| 1.480453014 | 5414 | 3.6% |
| 1.164401954 | 95 | 0.1% |
| 1.082760975 | 74 | < 0.1% |
| 1.049793044 | 53 | < 0.1% |
| 1.260942818 | 49 | < 0.1% |
| 1.03324115 | 40 | < 0.1% |
| 1.063158942 | 37 | < 0.1% |
| 1.113213566 | 34 | < 0.1% |
| 1.220903412 | 29 | < 0.1% |
| Other values (112464) | 120969 |
| Value | Count | Frequency (%) |
| 0 | 23206 | |
| 1.000000004 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| 1.000000019 | 1 | < 0.1% |
| 1.000000022 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 5414 | |
| 1.480345717 | 1 | < 0.1% |
| 1.48022205 | 1 | < 0.1% |
| 1.480044345 | 1 | < 0.1% |
| 1.480012951 | 1 | < 0.1% |
pay_max_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 31255 |
|---|---|
| Distinct (%) | 20.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.55900842 |
| Minimum | 0 |
|---|---|
| Maximum | 55.06562039 |
| Zeros | 25612 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.53805583 |
| median | 16.9226667 |
| Q3 | 19.07379353 |
| 95-th percentile | 23.92984152 |
| Maximum | 55.06562039 |
| Range | 55.06562039 |
| Interquartile range (IQR) | 6.535737697 |
Descriptive statistics
| Standard deviation | 7.921380118 |
|---|---|
| Coefficient of variation (CV) | 0.5440878865 |
| Kurtosis | 0.07415687847 |
| Mean | 14.55900842 |
| Median Absolute Deviation (MAD) | 2.84752689 |
| Skewness | -0.628003335 |
| Sum | 2183851.262 |
| Variance | 62.74826298 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25612 | 17.1% |
| 15.69616379 | 3015 | 2.0% |
| 17.09828818 | 2319 | 1.5% |
| 15.93930484 | 1738 | 1.2% |
| 14.59397912 | 1590 | 1.1% |
| 18.9080105 | 1537 | 1.0% |
| 17.7356038 | 1473 | 1.0% |
| 17.67972932 | 1456 | 1.0% |
| 15.37178221 | 1447 | 1.0% |
| 17.58962437 | 1333 | 0.9% |
| Other values (31245) | 108480 |
| Value | Count | Frequency (%) |
| 0 | 25612 | |
| 1.000809897 | 2 | < 0.1% |
| 1.004487315 | 1 | < 0.1% |
| 1.005237753 | 1 | < 0.1% |
| 1.0060417 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.06562039 | 1 | |
| 50.93428008 | 1 | |
| 49.53907768 | 1 | |
| 49.10858274 | 1 | |
| 48.8733107 | 1 |
all_clc_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 33021 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.122208562 |
| Minimum | 0 |
|---|---|
| Maximum | 53.44857025 |
| Zeros | 57817 |
| Zeros (%) | 38.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.194332784 |
| Q3 | 16.30699057 |
| 95-th percentile | 22.47718447 |
| Maximum | 53.44857025 |
| Range | 53.44857025 |
| Interquartile range (IQR) | 16.30699057 |
Descriptive statistics
| Standard deviation | 8.713527233 |
|---|---|
| Coefficient of variation (CV) | 1.072802695 |
| Kurtosis | -0.825217269 |
| Mean | 8.122208562 |
| Median Absolute Deviation (MAD) | 3.194332784 |
| Skewness | 0.5571018445 |
| Sum | 1218331.284 |
| Variance | 75.92555684 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57817 | |
| 15.9956774 | 3889 | 2.6% |
| 1.213999962 | 3019 | 2.0% |
| 16.30699057 | 2425 | 1.6% |
| 16.60928707 | 1776 | 1.2% |
| 14.64753823 | 1774 | 1.2% |
| 1.213796097 | 1590 | 1.1% |
| 14.64746474 | 1454 | 1.0% |
| 19.24085122 | 1448 | 1.0% |
| 22.47718447 | 1366 | 0.9% |
| Other values (33011) | 73442 |
| Value | Count | Frequency (%) |
| 0 | 57817 | |
| 1.000000002 | 365 | 0.2% |
| 1.000000003 | 68 | < 0.1% |
| 1.000000007 | 8 | < 0.1% |
| 1.000000009 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.44857025 | 1 | |
| 52.44107821 | 1 | |
| 52.36100876 | 1 | |
| 52.35667006 | 2 | |
| 52.00580564 | 1 |
data_3g_tv_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 429 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.707767689 |
| Minimum | 0 |
|---|---|
| Maximum | 94.28380167 |
| Zeros | 99139 |
| Zeros (%) | 66.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.921812056 |
| 95-th percentile | 14.42168393 |
| Maximum | 94.28380167 |
| Range | 94.28380167 |
| Interquartile range (IQR) | 2.921812056 |
Descriptive statistics
| Standard deviation | 5.320167576 |
|---|---|
| Coefficient of variation (CV) | 1.964779917 |
| Kurtosis | 9.933807942 |
| Mean | 2.707767689 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.70315894 |
| Sum | 406165.1533 |
| Variance | 28.30418304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 99139 | |
| 2.206948961 | 5732 | 3.8% |
| 1.480453014 | 4650 | 3.1% |
| 3.590290394 | 3812 | 2.5% |
| 2.921812056 | 3187 | 2.1% |
| 4.786566308 | 2807 | 1.9% |
| 4.210401996 | 2083 | 1.4% |
| 5.827795843 | 1900 | 1.3% |
| 5.324077125 | 1525 | 1.0% |
| 6.749901739 | 1490 | 1.0% |
| Other values (419) | 23675 | 15.8% |
| Value | Count | Frequency (%) |
| 0 | 99139 | |
| 1.480453014 | 4650 | 3.1% |
| 2.206948961 | 5732 | 3.8% |
| 2.921812056 | 3187 | 2.1% |
| 3.590290394 | 3812 | 2.5% |
| Value | Count | Frequency (%) |
| 94.28380167 | 1 | |
| 89.88773219 | 1 | |
| 86.66260196 | 1 | |
| 77.75652459 | 1 | |
| 70.602976 | 1 |
non_accum_internet_vol_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 123772 |
|---|---|
| Distinct (%) | 82.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.514962665 |
| Minimum | -275.7857458 |
|---|---|
| Maximum | 299.3788148 |
| Zeros | 24895 |
| Zeros (%) | 16.6% |
| Negative | 58682 |
| Negative (%) | 39.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -275.7857458 |
|---|---|
| 5-th percentile | -167.5907905 |
| Q1 | -100.1413297 |
| median | 0 |
| Q3 | 114.7161336 |
| 95-th percentile | 171.2086026 |
| Maximum | 299.3788148 |
| Range | 575.1645606 |
| Interquartile range (IQR) | 214.8574632 |
Descriptive statistics
| Standard deviation | 113.241536 |
|---|---|
| Coefficient of variation (CV) | 15.06880885 |
| Kurtosis | -1.185466689 |
| Mean | 7.514962665 |
| Median Absolute Deviation (MAD) | 108.340036 |
| Skewness | -0.08785051538 |
| Sum | 1127244.4 |
| Variance | 12823.64547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24895 | 16.6% |
| 1.00095998 | 63 | < 0.1% |
| -1.000300379 | 54 | < 0.1% |
| -1.000108887 | 49 | < 0.1% |
| 1.001424332 | 48 | < 0.1% |
| 1.000012183 | 47 | < 0.1% |
| 1.000300379 | 43 | < 0.1% |
| 1.000584711 | 41 | < 0.1% |
| -1.000584711 | 41 | < 0.1% |
| 1.000108887 | 40 | < 0.1% |
| Other values (123762) | 124679 |
| Value | Count | Frequency (%) |
| -275.7857458 | 1 | |
| -266.669262 | 1 | |
| -260.0483588 | 1 | |
| -257.8244899 | 1 | |
| -254.1164666 | 1 |
| Value | Count | Frequency (%) |
| 299.3788148 | 1 | |
| 273.9743187 | 1 | |
| 263.2190909 | 1 | |
| 262.9631828 | 1 | |
| 262.5388758 | 1 |
data_3g_tv_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 4485 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.271474682 |
| Minimum | 0 |
|---|---|
| Maximum | 92.34714461 |
| Zeros | 40297 |
| Zeros (%) | 26.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.805623069 |
| Q3 | 7.933148006 |
| 95-th percentile | 18.56378171 |
| Maximum | 92.34714461 |
| Range | 92.34714461 |
| Interquartile range (IQR) | 7.933148006 |
Descriptive statistics
| Standard deviation | 6.444682091 |
|---|---|
| Coefficient of variation (CV) | 1.222557724 |
| Kurtosis | 4.635996904 |
| Mean | 5.271474682 |
| Median Absolute Deviation (MAD) | 2.805623069 |
| Skewness | 1.833540168 |
| Sum | 790721.2023 |
| Variance | 41.53392726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 1.023762432 | 2491 | 1.7% |
| 1.006406835 | 2367 | 1.6% |
| 1.082760975 | 1882 | 1.3% |
| 1.164401954 | 1667 | 1.1% |
| 1.049793044 | 1565 | 1.0% |
| 1.260942818 | 1396 | 0.9% |
| 1.121317553 | 1305 | 0.9% |
| 1.367400612 | 1181 | 0.8% |
| 1.480453014 | 1149 | 0.8% |
| Other values (4475) | 94700 |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 1.006406835 | 2367 | 1.6% |
| 1.00757098 | 9 | < 0.1% |
| 1.00908403 | 16 | < 0.1% |
| 1.011100838 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 92.34714461 | 1 | |
| 89.72035516 | 1 | |
| 87.50611577 | 1 | |
| 78.13884879 | 1 | |
| 64.51204107 | 1 |
ama_volume_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.000000054 × 10-5 |
| Minimum | -1.000000054 |
|---|---|
| Maximum | 1 |
| Zeros | 149986 |
| Zeros (%) | > 99.9% |
| Negative | 10 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.000000054 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 2.000000055 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.009660867282 |
|---|---|
| Coefficient of variation (CV) | -241.5216788 |
| Kurtosis | 10711.27553 |
| Mean | -4.000000054 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -44.3505213 |
| Sum | -6.000000081 |
| Variance | 9.333235664 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149986 | |
| -1 | 4 | < 0.1% |
| 1 | 2 | < 0.1% |
| -1.000000017 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1.000000054 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -1.000000054 | 1 | |
| -1.000000017 | 1 | |
| -1.00000001 | 1 | |
| -1 | 1 | |
| -1 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 0 | 149986 | |
| -1 | 4 | < 0.1% |
ks_num_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1421 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8327521198 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 36888 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.001149315 |
| median | 1.03324115 |
| Q3 | 1.105899739 |
| 95-th percentile | 1.336189487 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1047504235 |
Descriptive statistics
| Standard deviation | 0.4867831228 |
|---|---|
| Coefficient of variation (CV) | 0.5845474436 |
| Kurtosis | -0.6730576675 |
| Mean | 0.8327521198 |
| Median Absolute Deviation (MAD) | 0.06817162879 |
| Skewness | -1.003380007 |
| Sum | 124912.818 |
| Variance | 0.2369578086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36888 | |
| 1.164401954 | 9033 | 6.0% |
| 1.082760975 | 7800 | 5.2% |
| 1.049793044 | 6573 | 4.4% |
| 1.480453014 | 6084 | 4.1% |
| 1.03324115 | 5229 | 3.5% |
| 1.023762432 | 4233 | 2.8% |
| 1.017830633 | 3383 | 2.3% |
| 1.113213566 | 3082 | 2.1% |
| 1.013872843 | 2823 | 1.9% |
| Other values (1411) | 64872 |
| Value | Count | Frequency (%) |
| 0 | 36888 | |
| 1.000039806 | 1 | < 0.1% |
| 1.000080437 | 1 | < 0.1% |
| 1.000089847 | 1 | < 0.1% |
| 1.000130615 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 6084 | |
| 1.480453014 | 3 | < 0.1% |
| 1.449111292 | 1 | < 0.1% |
| 1.447627406 | 1 | < 0.1% |
| 1.442193484 | 2 | < 0.1% |
voice_out_cmpttrs_avg_dutd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 71530 |
|---|---|
| Distinct (%) | 47.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1091248575 |
| Minimum | -35.52058006 |
|---|---|
| Maximum | 37.09178808 |
| Zeros | 26046 |
| Zeros (%) | 17.4% |
| Negative | 59588 |
| Negative (%) | 39.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -35.52058006 |
|---|---|
| 5-th percentile | -11.76353039 |
| Q1 | -3.548818108 |
| median | 0 |
| Q3 | 3.977385049 |
| 95-th percentile | 11.42576545 |
| Maximum | 37.09178808 |
| Range | 72.61236815 |
| Interquartile range (IQR) | 7.526203157 |
Descriptive statistics
| Standard deviation | 6.872284159 |
|---|---|
| Coefficient of variation (CV) | 62.97634027 |
| Kurtosis | 1.058236908 |
| Mean | 0.1091248575 |
| Median Absolute Deviation (MAD) | 3.781686114 |
| Skewness | -0.1055419035 |
| Sum | 16368.72863 |
| Variance | 47.22828957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 26046 | 17.4% |
| 2.431015877 | 866 | 0.6% |
| -2.431015877 | 803 | 0.5% |
| 2.124878644 | 764 | 0.5% |
| 1.238333209 | 703 | 0.5% |
| 1.514559429 | 702 | 0.5% |
| 1.816535297 | 696 | 0.5% |
| -2.124878644 | 651 | 0.4% |
| 1.036270046 | 638 | 0.4% |
| -1.238333209 | 605 | 0.4% |
| Other values (71520) | 117526 |
| Value | Count | Frequency (%) |
| -35.52058006 | 1 | |
| -33.23572626 | 1 | |
| -32.59032986 | 1 | |
| -32.12690475 | 1 | |
| -32.01299839 | 1 |
| Value | Count | Frequency (%) |
| 37.09178808 | 1 | |
| 35.76418277 | 1 | |
| 34.29758306 | 1 | |
| 32.53039522 | 1 | |
| 31.57059596 | 1 |
data_3g_tar_vol_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 71034 |
|---|---|
| Distinct (%) | 47.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.07316152 |
| Minimum | 0 |
|---|---|
| Maximum | 335.5342943 |
| Zeros | 75001 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 150.5833501 |
| 95-th percentile | 223.404129 |
| Maximum | 335.5342943 |
| Range | 335.5342943 |
| Interquartile range (IQR) | 150.5833501 |
Descriptive statistics
| Standard deviation | 85.42566323 |
|---|---|
| Coefficient of variation (CV) | 1.219092465 |
| Kurtosis | -1.033016718 |
| Mean | 70.07316152 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7159438736 |
| Sum | 10510974.23 |
| Variance | 7297.543939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75001 | |
| 22.29933738 | 297 | 0.2% |
| 1.480453014 | 200 | 0.1% |
| 2.206948961 | 119 | 0.1% |
| 3.590290394 | 101 | 0.1% |
| 29.12504295 | 94 | 0.1% |
| 2.921812056 | 91 | 0.1% |
| 4.210401996 | 87 | 0.1% |
| 5.827795843 | 55 | < 0.1% |
| 5.324077125 | 50 | < 0.1% |
| Other values (71024) | 73905 |
| Value | Count | Frequency (%) |
| 0 | 75001 | |
| 1.001468335 | 6 | < 0.1% |
| 1.002098514 | 1 | < 0.1% |
| 1.002453611 | 26 | < 0.1% |
| 1.00324232 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 335.5342943 | 1 | |
| 334.5913626 | 1 | |
| 331.6980709 | 1 | |
| 330.1813873 | 1 | |
| 324.0476424 | 1 |
voice_out_cmpttrs_avg_dumax_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 5588 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.35408395 |
| Minimum | 0 |
|---|---|
| Maximum | 79.88948317 |
| Zeros | 25720 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 20.73715019 |
| median | 30.14016055 |
| Q3 | 39.14133654 |
| 95-th percentile | 52.64066997 |
| Maximum | 79.88948317 |
| Range | 79.88948317 |
| Interquartile range (IQR) | 18.40418635 |
Descriptive statistics
| Standard deviation | 16.21575297 |
|---|---|
| Coefficient of variation (CV) | 0.5719018467 |
| Kurtosis | -0.3680578114 |
| Mean | 28.35408395 |
| Median Absolute Deviation (MAD) | 9.001175986 |
| Skewness | -0.3270715682 |
| Sum | 4253112.592 |
| Variance | 262.9506444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25720 | 17.1% |
| 17.89928393 | 9592 | 6.4% |
| 23.99960696 | 8327 | 5.6% |
| 28.02437138 | 6378 | 4.3% |
| 31.0829974 | 4713 | 3.1% |
| 33.57110757 | 3836 | 2.6% |
| 35.67888361 | 3151 | 2.1% |
| 37.51341156 | 2697 | 1.8% |
| 39.14133654 | 2317 | 1.5% |
| 40.60712622 | 2053 | 1.4% |
| Other values (5578) | 81216 |
| Value | Count | Frequency (%) |
| 0 | 25720 | |
| 17.89928393 | 9592 | 6.4% |
| 17.97751596 | 1 | < 0.1% |
| 18.11568421 | 1 | < 0.1% |
| 18.18433895 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 79.88948317 | 25 | |
| 79.74092074 | 3 | < 0.1% |
| 79.59124657 | 1 | < 0.1% |
| 79.44044295 | 1 | < 0.1% |
| 79.28849175 | 3 | < 0.1% |
voice_mts_in_nrest_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 86120 |
|---|---|
| Distinct (%) | 57.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6420363733 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 57354 |
| Zeros (%) | 38.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.001068291 |
| Q3 | 1.016728046 |
| 95-th percentile | 1.129262267 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.016728046 |
Descriptive statistics
| Standard deviation | 0.5088762675 |
|---|---|
| Coefficient of variation (CV) | 0.7925972556 |
| Kurtosis | -1.717204651 |
| Mean | 0.6420363733 |
| Median Absolute Deviation (MAD) | 0.05209094747 |
| Skewness | -0.4315679393 |
| Sum | 96305.456 |
| Variance | 0.2589550556 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 57354 | |
| 1.480453014 | 905 | 0.6% |
| 1.03324115 | 24 | < 0.1% |
| 1.164401954 | 23 | < 0.1% |
| 1.005491992 | 20 | < 0.1% |
| 1.023762432 | 19 | < 0.1% |
| 1.013872843 | 19 | < 0.1% |
| 1.00757098 | 18 | < 0.1% |
| 1.082760975 | 18 | < 0.1% |
| 1.049793044 | 17 | < 0.1% |
| Other values (86110) | 91583 |
| Value | Count | Frequency (%) |
| 0 | 57354 | |
| 1.000000002 | 1 | < 0.1% |
| 1.000000004 | 1 | < 0.1% |
| 1.000000005 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 905 | |
| 1.480230002 | 1 | < 0.1% |
| 1.480227241 | 1 | < 0.1% |
| 1.480071558 | 1 | < 0.1% |
| 1.479728806 | 1 | < 0.1% |
voice_mts_in_nrest_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 111227 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7634161588 |
| Minimum | 0 |
|---|---|
| Maximum | 1.152044495 |
| Zeros | 36476 |
| Zeros (%) | 24.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000002181 |
| median | 1.001385008 |
| Q3 | 1.006267169 |
| 95-th percentile | 1.033963525 |
| Maximum | 1.152044495 |
| Range | 1.152044495 |
| Interquartile range (IQR) | 0.006264987264 |
Descriptive statistics
| Standard deviation | 0.4329253297 |
|---|---|
| Coefficient of variation (CV) | 0.567089555 |
| Kurtosis | -0.5687370944 |
| Mean | 0.7634161588 |
| Median Absolute Deviation (MAD) | 0.00462960825 |
| Skewness | -1.194187655 |
| Sum | 114512.4238 |
| Variance | 0.1874243411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36476 | 24.3% |
| 1.064320397 | 1010 | 0.7% |
| 1.10808554 | 42 | < 0.1% |
| 1.001256603 | 19 | < 0.1% |
| 1.01817803 | 15 | < 0.1% |
| 1.001633101 | 11 | < 0.1% |
| 1.003150561 | 10 | < 0.1% |
| 1.025516672 | 10 | < 0.1% |
| 1.00099675 | 10 | < 0.1% |
| 1.000482366 | 10 | < 0.1% |
| Other values (111217) | 112387 |
| Value | Count | Frequency (%) |
| 0 | 36476 | |
| 1 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.152044495 | 1 | < 0.1% |
| 1.150338487 | 1 | < 0.1% |
| 1.139222859 | 4 | |
| 1.138910411 | 1 | < 0.1% |
| 1.138781977 | 1 | < 0.1% |
sms_roam_clc_min_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
sms_clc_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02178981048 |
| Minimum | 0 |
|---|---|
| Maximum | 52.06788685 |
| Zeros | 148614 |
| Zeros (%) | 99.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52.06788685 |
| Range | 52.06788685 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2884450937 |
|---|---|
| Coefficient of variation (CV) | 13.2376137 |
| Kurtosis | 7325.492066 |
| Mean | 0.02178981048 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 50.89857747 |
| Sum | 3268.471572 |
| Variance | 0.08320057208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148614 | |
| 1.604773951 | 388 | 0.3% |
| 1.604273725 | 378 | 0.3% |
| 2.46360592 | 111 | 0.1% |
| 2.462595556 | 82 | 0.1% |
| 3.281747174 | 56 | < 0.1% |
| 3.280346311 | 53 | < 0.1% |
| 4.032641655 | 35 | < 0.1% |
| 2.463172916 | 30 | < 0.1% |
| 1.021216128 | 29 | < 0.1% |
| Other values (68) | 224 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 148614 | |
| 1.021216128 | 29 | < 0.1% |
| 1.041983236 | 1 | < 0.1% |
| 1.043564051 | 1 | < 0.1% |
| 1.065158781 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.06788685 | 1 | |
| 15.60180942 | 1 | |
| 12.65904728 | 1 | |
| 12.11664494 | 1 | |
| 11.53871839 | 1 |
all_cnt_max_mnt1
Real number (ℝ)
| Distinct | 1629 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.00070332 |
| Minimum | 0 |
|---|---|
| Maximum | 109.8824313 |
| Zeros | 870 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.55454345 |
| Q1 | 18.2963085 |
| median | 23.92007719 |
| Q3 | 29.38626447 |
| 95-th percentile | 38.02113311 |
| Maximum | 109.8824313 |
| Range | 109.8824313 |
| Interquartile range (IQR) | 11.08995597 |
Descriptive statistics
| Standard deviation | 8.61389596 |
|---|---|
| Coefficient of variation (CV) | 0.3589018141 |
| Kurtosis | 1.81341398 |
| Mean | 24.00070332 |
| Median Absolute Deviation (MAD) | 5.517812541 |
| Skewness | 0.3686848279 |
| Sum | 3600105.498 |
| Variance | 74.19920362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 870 | 0.6% |
| 18.80424527 | 808 | 0.5% |
| 17.34626355 | 788 | 0.5% |
| 17.76365739 | 779 | 0.5% |
| 18.42550908 | 777 | 0.5% |
| 17.48719744 | 774 | 0.5% |
| 15.82363655 | 773 | 0.5% |
| 14.97017418 | 772 | 0.5% |
| 16.61232692 | 769 | 0.5% |
| 17.20345623 | 766 | 0.5% |
| Other values (1619) | 142124 |
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1.480453014 | 143 | 0.1% |
| 2.206948961 | 107 | 0.1% |
| 2.921812056 | 162 | 0.1% |
| 3.590290394 | 138 | 0.1% |
| Value | Count | Frequency (%) |
| 109.8824313 | 1 | |
| 106.9087139 | 1 | |
| 105.308958 | 1 | |
| 101.6747772 | 1 | |
| 99.74146433 | 1 |
voice_mts_in_nrest_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 4022 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0269089496 |
| Minimum | 0 |
|---|---|
| Maximum | 1.033162004 |
| Zeros | 145965 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.033162004 |
| Range | 1.033162004 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1618457087 |
|---|---|
| Coefficient of variation (CV) | 6.014568059 |
| Kurtosis | 32.20375264 |
| Mean | 0.0269089496 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.848354523 |
| Sum | 4036.34244 |
| Variance | 0.02619403344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145965 | |
| 1.000002759 | 2 | < 0.1% |
| 1.000001665 | 2 | < 0.1% |
| 1.000034128 | 2 | < 0.1% |
| 1.000043517 | 2 | < 0.1% |
| 1.00000118 | 2 | < 0.1% |
| 1.000001873 | 2 | < 0.1% |
| 1.000005909 | 2 | < 0.1% |
| 1.000425155 | 2 | < 0.1% |
| 1.000013864 | 2 | < 0.1% |
| Other values (4012) | 4017 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 145965 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.033162004 | 1 | |
| 1.031259798 | 1 | |
| 1.023463914 | 1 | |
| 1.01864766 | 1 | |
| 1.017035704 | 1 |
voice_in_kievstar_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3381 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7815779576 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 45146 |
| Zeros (%) | 30.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.012371142 |
| Q3 | 1.09619608 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.09619608 |
Descriptive statistics
| Standard deviation | 0.5281948248 |
|---|---|
| Coefficient of variation (CV) | 0.6758056822 |
| Kurtosis | -1.225683227 |
| Mean | 0.7815779576 |
| Median Absolute Deviation (MAD) | 0.1322378267 |
| Skewness | -0.6616776436 |
| Sum | 117236.6936 |
| Variance | 0.278989773 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45146 | |
| 1.480453014 | 10018 | 6.7% |
| 1.164401954 | 4327 | 2.9% |
| 1.082760975 | 3297 | 2.2% |
| 1.049793044 | 2704 | 1.8% |
| 1.03324115 | 2382 | 1.6% |
| 1.023762432 | 2052 | 1.4% |
| 1.017830633 | 1777 | 1.2% |
| 1.260942818 | 1754 | 1.2% |
| 1.013872843 | 1529 | 1.0% |
| Other values (3371) | 75014 |
| Value | Count | Frequency (%) |
| 0 | 45146 | |
| 1.000016458 | 1 | < 0.1% |
| 1.000018986 | 1 | < 0.1% |
| 1.000019153 | 1 | < 0.1% |
| 1.000019666 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 10018 | |
| 1.473920774 | 1 | < 0.1% |
| 1.473529281 | 1 | < 0.1% |
| 1.470566765 | 1 | < 0.1% |
| 1.469293462 | 1 | < 0.1% |
all_clc_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 23135 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.10372933 |
| Minimum | 0 |
|---|---|
| Maximum | 63.96307825 |
| Zeros | 25921 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.497536115 |
| median | 21.74906374 |
| Q3 | 24.17225743 |
| 95-th percentile | 30.17844535 |
| Maximum | 63.96307825 |
| Range | 63.96307825 |
| Interquartile range (IQR) | 19.67472132 |
Descriptive statistics
| Standard deviation | 11.21567163 |
|---|---|
| Coefficient of variation (CV) | 0.655744219 |
| Kurtosis | -0.5845469765 |
| Mean | 17.10372933 |
| Median Absolute Deviation (MAD) | 5.105722732 |
| Skewness | -0.2510361425 |
| Sum | 2565559.4 |
| Variance | 125.7912902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25921 | 17.3% |
| 21.74906374 | 7252 | 4.8% |
| 22.11876484 | 5398 | 3.6% |
| 20.13969538 | 4109 | 2.7% |
| 29.33036315 | 3386 | 2.3% |
| 22.47711246 | 2944 | 2.0% |
| 1.604773951 | 2624 | 1.7% |
| 23.16295481 | 2533 | 1.7% |
| 25.57253549 | 2263 | 1.5% |
| 20.13960725 | 1964 | 1.3% |
| Other values (23125) | 91606 |
| Value | Count | Frequency (%) |
| 0 | 25921 | |
| 1.00000001 | 231 | 0.2% |
| 1.00000004 | 41 | < 0.1% |
| 1.00000009 | 8 | < 0.1% |
| 1.00000016 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 63.96307825 | 1 | |
| 62.86542916 | 1 | |
| 62.77049348 | 1 | |
| 62.76573354 | 2 | |
| 62.38074321 | 1 |
conn_in_uniq_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 397 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.02613136 |
| Minimum | 0 |
|---|---|
| Maximum | 44.63442906 |
| Zeros | 7683 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.569415055 |
| median | 4.646352578 |
| Q3 | 6.858181878 |
| 95-th percentile | 10.83132398 |
| Maximum | 44.63442906 |
| Range | 44.63442906 |
| Interquartile range (IQR) | 4.288766823 |
Descriptive statistics
| Standard deviation | 3.217465548 |
|---|---|
| Coefficient of variation (CV) | 0.6401475245 |
| Kurtosis | 1.569503902 |
| Mean | 5.02613136 |
| Median Absolute Deviation (MAD) | 2.103549161 |
| Skewness | 0.9073405672 |
| Sum | 753919.7039 |
| Variance | 10.35208455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7683 | 5.1% |
| 1.049793044 | 3416 | 2.3% |
| 2.747038501 | 3221 | 2.1% |
| 2.3892276 | 3162 | 2.1% |
| 2.921812056 | 3133 | 2.1% |
| 3.093574543 | 3110 | 2.1% |
| 3.262248815 | 3083 | 2.1% |
| 2.206948961 | 3070 | 2.0% |
| 1.657607816 | 3059 | 2.0% |
| 2.569415055 | 3050 | 2.0% |
| Other values (387) | 114013 |
| Value | Count | Frequency (%) |
| 0 | 7683 | |
| 1.049793044 | 3416 | |
| 1.164401954 | 2947 | 2.0% |
| 1.31316983 | 2672 | 1.8% |
| 1.480453014 | 3042 | 2.0% |
| Value | Count | Frequency (%) |
| 44.63442906 | 1 | |
| 32.33195704 | 1 | |
| 30.29798707 | 1 | |
| 29.1382286 | 1 | |
| 27.92345324 | 1 |
clc_no_vas_roam_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 210 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02129623548 |
| Minimum | -1 |
|---|---|
| Maximum | 23.52773356 |
| Zeros | 149364 |
| Zeros (%) | 99.6% |
| Negative | 4 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 23.52773356 |
| Range | 24.52773356 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4159036045 |
|---|---|
| Coefficient of variation (CV) | 19.52944242 |
| Kurtosis | 950.0950411 |
| Mean | 0.02129623548 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.58837365 |
| Sum | 3194.435322 |
| Variance | 0.1729758083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149364 | |
| 2.463172916 | 144 | 0.1% |
| 4.0319091 | 58 | < 0.1% |
| 5.353447327 | 28 | < 0.1% |
| 1.604773951 | 23 | < 0.1% |
| 7.484120594 | 23 | < 0.1% |
| 6.488016529 | 21 | < 0.1% |
| 8.374312464 | 17 | < 0.1% |
| 1.335206418 | 14 | < 0.1% |
| 1.00000001 | 13 | < 0.1% |
| Other values (200) | 295 | 0.2% |
| Value | Count | Frequency (%) |
| -1 | 4 | < 0.1% |
| 0 | 149364 | |
| 1.00000001 | 13 | < 0.1% |
| 1.00000009 | 1 | < 0.1% |
| 1.000000999 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.52773356 | 1 | |
| 23.16295481 | 1 | |
| 22.47711246 | 1 | |
| 21.7490829 | 1 | |
| 21.74906374 | 1 |
Ama_rchrgmnt_sum_std_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_short_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 944 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2446707128 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 113660 |
| Zeros (%) | 75.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.005491992 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4332243439 |
|---|---|
| Coefficient of variation (CV) | 1.770642424 |
| Kurtosis | -0.5023432823 |
| Mean | 0.2446707128 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.213557024 |
| Sum | 36700.60691 |
| Variance | 0.1876833322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 113660 | |
| 1.002164112 | 652 | 0.4% |
| 1.002631002 | 649 | 0.4% |
| 1.004760016 | 648 | 0.4% |
| 1.005491992 | 643 | 0.4% |
| 1.00238048 | 635 | 0.4% |
| 1.002923264 | 634 | 0.4% |
| 1.003267084 | 633 | 0.4% |
| 1.004165221 | 629 | 0.4% |
| 1.003675345 | 625 | 0.4% |
| Other values (934) | 30592 | 20.4% |
| Value | Count | Frequency (%) |
| 0 | 113660 | |
| 1.000009211 | 1 | < 0.1% |
| 1.000010715 | 1 | < 0.1% |
| 1.000011001 | 1 | < 0.1% |
| 1.000012986 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 228 | |
| 1.383209542 | 1 | < 0.1% |
| 1.357409079 | 1 | < 0.1% |
| 1.345493163 | 3 | < 0.1% |
| 1.31316983 | 4 | < 0.1% |
accum_mts_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 4592 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1680892977 |
| Minimum | -1 |
|---|---|
| Maximum | 1.001334059 |
| Zeros | 102621 |
| Zeros (%) | 68.4% |
| Negative | 11083 |
| Negative (%) | 7.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.00001016 |
| Maximum | 1.001334059 |
| Range | 2.001334059 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5362957838 |
|---|---|
| Coefficient of variation (CV) | 3.190540928 |
| Kurtosis | 0.07066768003 |
| Mean | 0.1680892977 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.118723615 |
| Sum | 25213.39465 |
| Variance | 0.2876131677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102621 | |
| -1 | 6968 | 4.6% |
| -1 | 1839 | 1.2% |
| 1 | 1834 | 1.2% |
| 1 | 852 | 0.6% |
| -1 | 823 | 0.5% |
| 1 | 813 | 0.5% |
| 1.000000001 | 642 | 0.4% |
| 1.000000002 | 526 | 0.4% |
| 1.000000004 | 480 | 0.3% |
| Other values (4582) | 32602 | 21.7% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 4 | |
| -1 | 5 | |
| -1 | 3 | |
| -1 | 4 |
| Value | Count | Frequency (%) |
| 1.001334059 | 1 | |
| 1.001251859 | 1 | |
| 1.001077818 | 1 | |
| 1.000914245 | 1 | |
| 1.000738872 | 1 |
voice_mts_in_nwork_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 20522 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1397264221 |
| Minimum | 0 |
|---|---|
| Maximum | 1.231462343 |
| Zeros | 129095 |
| Zeros (%) | 86.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000835636 |
| Maximum | 1.231462343 |
| Range | 1.231462343 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3472375874 |
|---|---|
| Coefficient of variation (CV) | 2.485124732 |
| Kurtosis | 2.339634412 |
| Mean | 0.1397264221 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.082987244 |
| Sum | 20958.96332 |
| Variance | 0.1205739421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 129095 | |
| 1.000185114 | 5 | < 0.1% |
| 1.000207036 | 4 | < 0.1% |
| 1.000946895 | 4 | < 0.1% |
| 1.000049246 | 4 | < 0.1% |
| 1.000018822 | 4 | < 0.1% |
| 1.000094261 | 3 | < 0.1% |
| 1.000098031 | 3 | < 0.1% |
| 1.000036792 | 3 | < 0.1% |
| 1.000020568 | 3 | < 0.1% |
| Other values (20512) | 20872 | 13.9% |
| Value | Count | Frequency (%) |
| 0 | 129095 | |
| 1.000000002 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| 1.000000004 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.231462343 | 1 | |
| 1.188495094 | 1 | |
| 1.182693372 | 1 | |
| 1.173962666 | 1 | |
| 1.155053356 | 1 |
ks_num_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 79670 |
|---|---|
| Distinct (%) | 53.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8862643442 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 21859 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000750704 |
| median | 1.008479598 |
| Q3 | 1.038913162 |
| 95-th percentile | 1.145441213 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.03816245795 |
Descriptive statistics
| Standard deviation | 0.3698137845 |
|---|---|
| Coefficient of variation (CV) | 0.4172725518 |
| Kurtosis | 1.870950395 |
| Mean | 0.8862643442 |
| Median Absolute Deviation (MAD) | 0.01287477604 |
| Skewness | -1.914104963 |
| Sum | 132939.6516 |
| Variance | 0.1367622352 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21859 | 14.6% |
| 1.006406835 | 1812 | 1.2% |
| 1.001666435 | 1528 | 1.0% |
| 1.000750704 | 1250 | 0.8% |
| 1.000425155 | 1025 | 0.7% |
| 1.000273218 | 775 | 0.5% |
| 1.000190256 | 759 | 0.5% |
| 1.023762432 | 607 | 0.4% |
| 1.000140054 | 593 | 0.4% |
| 1.013872843 | 568 | 0.4% |
| Other values (79660) | 119224 |
| Value | Count | Frequency (%) |
| 0 | 21859 | |
| 1.000001032 | 1 | < 0.1% |
| 1.000001233 | 1 | < 0.1% |
| 1.000001642 | 2 | < 0.1% |
| 1.000001747 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 21 | |
| 1.470840949 | 1 | < 0.1% |
| 1.466046358 | 8 | < 0.1% |
| 1.463993917 | 1 | < 0.1% |
| 1.46125958 | 2 | < 0.1% |
conn_in_uniq_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 942 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.195199898 |
| Minimum | 0 |
|---|---|
| Maximum | 22.6217062 |
| Zeros | 9493 |
| Zeros (%) | 6.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.45108808 |
| median | 1.992306409 |
| Q3 | 2.74970655 |
| 95-th percentile | 4.490515994 |
| Maximum | 22.6217062 |
| Range | 22.6217062 |
| Interquartile range (IQR) | 1.29861847 |
Descriptive statistics
| Standard deviation | 1.26091481 |
|---|---|
| Coefficient of variation (CV) | 0.5743963505 |
| Kurtosis | 7.824406758 |
| Mean | 2.195199898 |
| Median Absolute Deviation (MAD) | 0.63600523 |
| Skewness | 1.580879963 |
| Sum | 329279.9847 |
| Variance | 1.589906158 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.164401954 | 11099 | 7.4% |
| 1.45108808 | 10872 | 7.2% |
| 0 | 9493 | 6.3% |
| 1.356301179 | 6484 | 4.3% |
| 1.207704776 | 6255 | 4.2% |
| 1.663597369 | 5907 | 3.9% |
| 1.839588705 | 5579 | 3.7% |
| 1.992306409 | 5440 | 3.6% |
| 1.687217756 | 5387 | 3.6% |
| 1.7768194 | 4622 | 3.1% |
| Other values (932) | 78862 |
| Value | Count | Frequency (%) |
| 0 | 9493 | |
| 1.164401954 | 11099 | |
| 1.207704776 | 6255 | |
| 1.356301179 | 6484 | |
| 1.45108808 | 10872 |
| Value | Count | Frequency (%) |
| 22.6217062 | 1 | |
| 20.87032268 | 1 | |
| 20.33705476 | 1 | |
| 20.00015721 | 1 | |
| 19.96049776 | 1 |
voice_in_cmpttrs_avg_durmea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 91563 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.19342109 |
| Minimum | 0 |
|---|---|
| Maximum | 51.65387212 |
| Zeros | 19216 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9.164892502 |
| median | 18.40253947 |
| Q3 | 24.80565063 |
| 95-th percentile | 33.72197085 |
| Maximum | 51.65387212 |
| Range | 51.65387212 |
| Interquartile range (IQR) | 15.64075813 |
Descriptive statistics
| Standard deviation | 10.60387698 |
|---|---|
| Coefficient of variation (CV) | 0.6167403756 |
| Kurtosis | -0.7882159409 |
| Mean | 17.19342109 |
| Median Absolute Deviation (MAD) | 7.428918078 |
| Skewness | -0.09897460914 |
| Sum | 2579013.164 |
| Variance | 112.4422071 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19216 | 12.8% |
| 2.206948961 | 138 | 0.1% |
| 1.839588705 | 134 | 0.1% |
| 1.657607816 | 128 | 0.1% |
| 1.597822603 | 124 | 0.1% |
| 1.778610665 | 123 | 0.1% |
| 1.900753899 | 122 | 0.1% |
| 2.267901364 | 121 | 0.1% |
| 1.717913664 | 121 | 0.1% |
| 2.023336405 | 120 | 0.1% |
| Other values (91553) | 129653 |
| Value | Count | Frequency (%) |
| 0 | 19216 | |
| 1.006406835 | 60 | < 0.1% |
| 1.013872843 | 2 | < 0.1% |
| 1.023762432 | 50 | < 0.1% |
| 1.035812534 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.65387212 | 1 | |
| 51.43328703 | 1 | |
| 51.32955106 | 1 | |
| 50.81210102 | 1 | |
| 50.41280993 | 1 |
vas_clc_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 25564 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.136467575 |
| Minimum | 0 |
|---|---|
| Maximum | 44.869874 |
| Zeros | 63562 |
| Zeros (%) | 42.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.142133535 |
| Q3 | 3.744085105 |
| 95-th percentile | 12.82268455 |
| Maximum | 44.869874 |
| Range | 44.869874 |
| Interquartile range (IQR) | 3.744085105 |
Descriptive statistics
| Standard deviation | 4.877674694 |
|---|---|
| Coefficient of variation (CV) | 1.55514909 |
| Kurtosis | 8.795017471 |
| Mean | 3.136467575 |
| Median Absolute Deviation (MAD) | 1.142133535 |
| Skewness | 2.450243907 |
| Sum | 470470.1362 |
| Variance | 23.79171042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63562 | |
| 1.901723775 | 7277 | 4.9% |
| 1.085479715 | 4980 | 3.3% |
| 1.085391526 | 2589 | 1.7% |
| 3.038469295 | 1943 | 1.3% |
| 12.40843847 | 1570 | 1.0% |
| 11.00451042 | 1499 | 1.0% |
| 3.203303805 | 974 | 0.6% |
| 2.30687417 | 959 | 0.6% |
| 1.142133535 | 931 | 0.6% |
| Other values (25554) | 63716 |
| Value | Count | Frequency (%) |
| 0 | 63562 | |
| 1.000005059 | 7 | < 0.1% |
| 1.000007981 | 38 | < 0.1% |
| 1.0000165 | 7 | < 0.1% |
| 1.001734109 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.869874 | 1 | < 0.1% |
| 44.79283827 | 3 | |
| 44.77328865 | 1 | < 0.1% |
| 44.46907115 | 1 | < 0.1% |
| 44.36530195 | 1 | < 0.1% |
voice_in_kievstar_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1835 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1437086336 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 129084 |
| Zeros (%) | 86.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.015449922 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.357744912 |
|---|---|
| Coefficient of variation (CV) | 2.489376617 |
| Kurtosis | 2.469280821 |
| Mean | 0.1437086336 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.102043251 |
| Sum | 21556.29503 |
| Variance | 0.1279814221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 129084 | |
| 1.03324115 | 390 | 0.3% |
| 1.011100838 | 361 | 0.2% |
| 1.023762432 | 334 | 0.2% |
| 1.00757098 | 328 | 0.2% |
| 1.006406835 | 315 | 0.2% |
| 1.049793044 | 314 | 0.2% |
| 1.082760975 | 311 | 0.2% |
| 1.017830633 | 309 | 0.2% |
| 1.013872843 | 299 | 0.2% |
| Other values (1825) | 17955 | 12.0% |
| Value | Count | Frequency (%) |
| 0 | 129084 | |
| 1.000016064 | 1 | < 0.1% |
| 1.000017289 | 1 | < 0.1% |
| 1.000017729 | 1 | < 0.1% |
| 1.000017879 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 40 | |
| 1.454889611 | 1 | < 0.1% |
| 1.446831509 | 1 | < 0.1% |
| 1.445996071 | 2 | < 0.1% |
| 1.444194169 | 2 | < 0.1% |
voice_mts_in_nwork_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 110176 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7675134924 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 37181 |
| Zeros (%) | 24.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000001414 |
| median | 1.003427391 |
| Q3 | 1.015638318 |
| 95-th percentile | 1.076792004 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0.01563690367 |
Descriptive statistics
| Standard deviation | 0.4415150696 |
|---|---|
| Coefficient of variation (CV) | 0.5752538216 |
| Kurtosis | -0.6452093414 |
| Mean | 0.7675134924 |
| Median Absolute Deviation (MAD) | 0.01201574901 |
| Skewness | -1.152879755 |
| Sum | 115127.0239 |
| Variance | 0.1949355567 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37181 | 24.8% |
| 1.164401954 | 1148 | 0.8% |
| 1.207704776 | 48 | < 0.1% |
| 1.023762432 | 21 | < 0.1% |
| 1.049793044 | 14 | < 0.1% |
| 1.001075172 | 12 | < 0.1% |
| 1.013872843 | 12 | < 0.1% |
| 1.003675345 | 11 | < 0.1% |
| 1.006406835 | 9 | < 0.1% |
| 1.00908403 | 9 | < 0.1% |
| Other values (110166) | 111535 |
| Value | Count | Frequency (%) |
| 0 | 37181 | |
| 1 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 48 | |
| 1.207399252 | 1 | < 0.1% |
| 1.204780214 | 1 | < 0.1% |
| 1.204667384 | 1 | < 0.1% |
| 1.204284203 | 1 | < 0.1% |
voice_mts_in_dwork_part_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 76451 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5575566508 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 70356 |
| Zeros (%) | 46.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000388005 |
| Q3 | 1.036972266 |
| 95-th percentile | 1.127467173 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.036972266 |
Descriptive statistics
| Standard deviation | 0.5254654797 |
|---|---|
| Coefficient of variation (CV) | 0.9424432099 |
| Kurtosis | -1.963485648 |
| Mean | 0.5575566508 |
| Median Absolute Deviation (MAD) | 0.1478751491 |
| Skewness | -0.1069817778 |
| Sum | 83633.49762 |
| Variance | 0.2761139703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70356 | |
| 1.049793044 | 21 | < 0.1% |
| 1.011100838 | 19 | < 0.1% |
| 1.03324115 | 18 | < 0.1% |
| 1.017830633 | 17 | < 0.1% |
| 1.023762432 | 16 | < 0.1% |
| 1.003675345 | 14 | < 0.1% |
| 1.005491992 | 14 | < 0.1% |
| 1.004760016 | 13 | < 0.1% |
| 1.00757098 | 12 | < 0.1% |
| Other values (76441) | 79500 |
| Value | Count | Frequency (%) |
| 0 | 70356 | |
| 1.000000006 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| 1.00000002 | 1 | < 0.1% |
| 1.00000002 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 7 | |
| 1.458724194 | 1 | < 0.1% |
| 1.448513848 | 1 | < 0.1% |
| 1.446311178 | 1 | < 0.1% |
| 1.445619749 | 1 | < 0.1% |
gprs_tar_vol_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 69818 |
|---|---|
| Distinct (%) | 46.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.59872165 |
| Minimum | 0 |
|---|---|
| Maximum | 271.8583482 |
| Zeros | 62171 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13.33095137 |
| Q3 | 51.41055654 |
| 95-th percentile | 153.0129383 |
| Maximum | 271.8583482 |
| Range | 271.8583482 |
| Interquartile range (IQR) | 51.41055654 |
Descriptive statistics
| Standard deviation | 51.30796983 |
|---|---|
| Coefficient of variation (CV) | 1.401906064 |
| Kurtosis | 1.440211156 |
| Mean | 36.59872165 |
| Median Absolute Deviation (MAD) | 13.33095137 |
| Skewness | 1.531664173 |
| Sum | 5489808.247 |
| Variance | 2632.507768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62171 | |
| 1.164401954 | 1128 | 0.8% |
| 16.45925281 | 842 | 0.6% |
| 1.480453014 | 680 | 0.5% |
| 1.839588705 | 452 | 0.3% |
| 2.921812056 | 320 | 0.2% |
| 2.206948961 | 309 | 0.2% |
| 2.569415055 | 259 | 0.2% |
| 3.262248815 | 196 | 0.1% |
| 3.590290394 | 168 | 0.1% |
| Other values (69808) | 83475 |
| Value | Count | Frequency (%) |
| 0 | 62171 | |
| 1.00037415 | 2 | < 0.1% |
| 1.000628687 | 7 | < 0.1% |
| 1.000833819 | 2 | < 0.1% |
| 1.000946895 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 271.8583482 | 1 | |
| 270.758734 | 1 | |
| 269.1052173 | 1 | |
| 268.3587396 | 1 | |
| 264.8011794 | 1 |
voice_out_fix_tar_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2555 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.08794465 |
| Minimum | 0 |
|---|---|
| Maximum | 70.53230306 |
| Zeros | 110504 |
| Zeros (%) | 73.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9.456586673 |
| 95-th percentile | 26.55818469 |
| Maximum | 70.53230306 |
| Range | 70.53230306 |
| Interquartile range (IQR) | 9.456586673 |
Descriptive statistics
| Standard deviation | 9.575486627 |
|---|---|
| Coefficient of variation (CV) | 1.881995046 |
| Kurtosis | 2.904611832 |
| Mean | 5.08794465 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.874882133 |
| Sum | 763191.6975 |
| Variance | 91.68994415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 110504 | |
| 9.456586673 | 7819 | 5.2% |
| 13.76988162 | 4050 | 2.7% |
| 16.75745178 | 2235 | 1.5% |
| 19.08389386 | 1427 | 1.0% |
| 11.19356231 | 1233 | 0.8% |
| 14.28833284 | 1184 | 0.8% |
| 21.00602927 | 1064 | 0.7% |
| 16.94997225 | 676 | 0.5% |
| 22.65252346 | 663 | 0.4% |
| Other values (2545) | 19145 | 12.8% |
| Value | Count | Frequency (%) |
| 0 | 110504 | |
| 9.456586673 | 7819 | 5.2% |
| 9.697782369 | 36 | < 0.1% |
| 9.966519419 | 34 | < 0.1% |
| 10.26911687 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 70.53230306 | 1 | |
| 66.56529963 | 1 | |
| 66.33308894 | 1 | |
| 66.23838128 | 1 | |
| 65.52215871 | 1 |
voice_mts_out_nwork_partmea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 103285 |
|---|---|
| Distinct (%) | 68.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7923561124 |
| Minimum | 0 |
|---|---|
| Maximum | 1.430013289 |
| Zeros | 32537 |
| Zeros (%) | 21.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000035221 |
| median | 1.00269015 |
| Q3 | 1.010957852 |
| 95-th percentile | 1.039526005 |
| Maximum | 1.430013289 |
| Range | 1.430013289 |
| Interquartile range (IQR) | 0.0109226306 |
Descriptive statistics
| Standard deviation | 0.4173552769 |
|---|---|
| Coefficient of variation (CV) | 0.5267268977 |
| Kurtosis | -0.1186045274 |
| Mean | 0.7923561124 |
| Median Absolute Deviation (MAD) | 0.006558778263 |
| Skewness | -1.367645839 |
| Sum | 118853.4169 |
| Variance | 0.1741854272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32537 | 21.7% |
| 1.006406835 | 1206 | 0.8% |
| 1.001666435 | 478 | 0.3% |
| 1.000750704 | 389 | 0.3% |
| 1.000425155 | 312 | 0.2% |
| 1.000273218 | 265 | 0.2% |
| 1.000190256 | 228 | 0.2% |
| 1.000107387 | 187 | 0.1% |
| 1.002923264 | 179 | 0.1% |
| 1.000140054 | 177 | 0.1% |
| Other values (103275) | 114042 |
| Value | Count | Frequency (%) |
| 0 | 32537 | |
| 1.00000001 | 1 | < 0.1% |
| 1.000000011 | 1 | < 0.1% |
| 1.000000015 | 1 | < 0.1% |
| 1.000000028 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.430013289 | 1 | |
| 1.402144751 | 1 | |
| 1.3947772 | 1 | |
| 1.350705666 | 1 | |
| 1.348261821 | 1 |
voice_in_mts_avg_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 138405 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.38551051 |
| Minimum | 0 |
|---|---|
| Maximum | 54.77725773 |
| Zeros | 8647 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.69412012 |
| median | 19.5439235 |
| Q3 | 25.47476559 |
| 95-th percentile | 34.05228235 |
| Maximum | 54.77725773 |
| Range | 54.77725773 |
| Interquartile range (IQR) | 11.78064546 |
Descriptive statistics
| Standard deviation | 8.963011267 |
|---|---|
| Coefficient of variation (CV) | 0.462356215 |
| Kurtosis | -0.174062184 |
| Mean | 19.38551051 |
| Median Absolute Deviation (MAD) | 5.890266438 |
| Skewness | -0.152148997 |
| Sum | 2907826.577 |
| Variance | 80.33557096 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8647 | 5.8% |
| 3.800184121 | 64 | < 0.1% |
| 3.042659816 | 58 | < 0.1% |
| 4.494900233 | 57 | < 0.1% |
| 4.979292293 | 55 | < 0.1% |
| 4.659639159 | 54 | < 0.1% |
| 4.154953529 | 49 | < 0.1% |
| 5.134454613 | 48 | < 0.1% |
| 2.432251801 | 48 | < 0.1% |
| 5.286665607 | 46 | < 0.1% |
| Other values (138395) | 140874 |
| Value | Count | Frequency (%) |
| 0 | 8647 | |
| 1.064320397 | 14 | < 0.1% |
| 1.207704776 | 21 | < 0.1% |
| 1.240310308 | 1 | < 0.1% |
| 1.331510769 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.77725773 | 1 | |
| 53.29633031 | 1 | |
| 53.29228687 | 1 | |
| 51.41193813 | 1 | |
| 51.19851119 | 1 |
block_all_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.84120528 |
| Minimum | 0 |
|---|---|
| Maximum | 178.2267327 |
| Zeros | 135821 |
| Zeros (%) | 90.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 178.2267327 |
| Maximum | 178.2267327 |
| Range | 178.2267327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 52.12729397 |
|---|---|
| Coefficient of variation (CV) | 3.095223478 |
| Kurtosis | 5.68676599 |
| Mean | 16.84120528 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.772396917 |
| Sum | 2526180.792 |
| Variance | 2717.254777 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135821 | |
| 178.2267327 | 14148 | 9.4% |
| 172.3802955 | 1 | < 0.1% |
| 172.062662 | 1 | < 0.1% |
| 160.8810592 | 1 | < 0.1% |
| 141.6716308 | 1 | < 0.1% |
| 171.4555988 | 1 | < 0.1% |
| 161.5404109 | 1 | < 0.1% |
| 172.0015199 | 1 | < 0.1% |
| 166.4047508 | 1 | < 0.1% |
| Other values (23) | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 135821 | |
| 33.57110757 | 1 | < 0.1% |
| 96.10879713 | 1 | < 0.1% |
| 115.9051762 | 1 | < 0.1% |
| 117.352388 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.2267327 | 14148 | |
| 178.2266886 | 1 | < 0.1% |
| 178.2266446 | 1 | < 0.1% |
| 178.2266006 | 1 | < 0.1% |
| 177.2821927 | 1 | < 0.1% |
voice_in_life_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 2478 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3260366915 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 103872 |
| Zeros (%) | 69.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.001666435 |
| 95-th percentile | 1.113213566 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.001666435 |
Descriptive statistics
| Standard deviation | 0.4926930992 |
|---|---|
| Coefficient of variation (CV) | 1.511158443 |
| Kurtosis | -1.114387317 |
| Mean | 0.3260366915 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8866566751 |
| Sum | 48905.50372 |
| Variance | 0.24274649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 103872 | |
| 1.480453014 | 1247 | 0.8% |
| 1.164401954 | 1141 | 0.8% |
| 1.082760975 | 1105 | 0.7% |
| 1.049793044 | 1010 | 0.7% |
| 1.03324115 | 940 | 0.6% |
| 1.023762432 | 935 | 0.6% |
| 1.017830633 | 867 | 0.6% |
| 1.013872843 | 799 | 0.5% |
| 1.011100838 | 761 | 0.5% |
| Other values (2468) | 37323 | 24.9% |
| Value | Count | Frequency (%) |
| 0 | 103872 | |
| 1.000011223 | 1 | < 0.1% |
| 1.00001153 | 1 | < 0.1% |
| 1.000011688 | 1 | < 0.1% |
| 1.000011932 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1247 | |
| 1.468922184 | 1 | < 0.1% |
| 1.468525352 | 1 | < 0.1% |
| 1.468316515 | 1 | < 0.1% |
| 1.466046358 | 1 | < 0.1% |
sms_in_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 193 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.175265455 |
| Minimum | 0 |
|---|---|
| Maximum | 53.95833447 |
| Zeros | 65022 |
| Zeros (%) | 43.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.480453014 |
| Q3 | 2.921812056 |
| 95-th percentile | 7.964623589 |
| Maximum | 53.95833447 |
| Range | 53.95833447 |
| Interquartile range (IQR) | 2.921812056 |
Descriptive statistics
| Standard deviation | 2.953875986 |
|---|---|
| Coefficient of variation (CV) | 1.357938168 |
| Kurtosis | 11.66363455 |
| Mean | 2.175265455 |
| Median Absolute Deviation (MAD) | 1.480453014 |
| Skewness | 2.509316041 |
| Sum | 326289.8182 |
| Variance | 8.725383343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65022 | |
| 1.480453014 | 22688 | 15.1% |
| 2.206948961 | 15709 | 10.5% |
| 2.921812056 | 10028 | 6.7% |
| 3.590290394 | 7414 | 4.9% |
| 4.210401996 | 5432 | 3.6% |
| 4.786566308 | 4148 | 2.8% |
| 5.324077125 | 3223 | 2.1% |
| 5.827795843 | 2492 | 1.7% |
| 6.30189811 | 1980 | 1.3% |
| Other values (183) | 11864 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 65022 | |
| 1.480453014 | 22688 | 15.1% |
| 2.206948961 | 15709 | 10.5% |
| 2.921812056 | 10028 | 6.7% |
| 3.590290394 | 7414 | 4.9% |
| Value | Count | Frequency (%) |
| 53.95833447 | 1 | |
| 46.17756345 | 1 | |
| 42.36201949 | 1 | |
| 39.32000482 | 1 | |
| 38.69818231 | 1 |
voice_in_kievstar_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 89884 |
|---|---|
| Distinct (%) | 59.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.842512058 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 27831 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.00006887 |
| median | 1.003099311 |
| Q3 | 1.023762432 |
| 95-th percentile | 1.151721526 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.02369356196 |
Descriptive statistics
| Standard deviation | 0.406472059 |
|---|---|
| Coefficient of variation (CV) | 0.4824525122 |
| Kurtosis | 0.5228242574 |
| Mean | 0.842512058 |
| Median Absolute Deviation (MAD) | 0.01142544657 |
| Skewness | -1.525380767 |
| Sum | 126376.8087 |
| Variance | 0.1652195347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27831 | 18.6% |
| 1.006406835 | 2350 | 1.6% |
| 1.001666435 | 963 | 0.6% |
| 1.023762432 | 802 | 0.5% |
| 1.000750704 | 776 | 0.5% |
| 1.000425155 | 601 | 0.4% |
| 1.000273218 | 498 | 0.3% |
| 1.000190256 | 464 | 0.3% |
| 1.000140054 | 433 | 0.3% |
| 1.013872843 | 398 | 0.3% |
| Other values (89874) | 114884 |
| Value | Count | Frequency (%) |
| 0 | 27831 | |
| 1.000000149 | 1 | < 0.1% |
| 1.000000203 | 1 | < 0.1% |
| 1.000000207 | 1 | < 0.1% |
| 1.000000229 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 40 | |
| 1.478314404 | 1 | < 0.1% |
| 1.477414376 | 1 | < 0.1% |
| 1.477057085 | 2 | < 0.1% |
| 1.475835462 | 1 | < 0.1% |
voice_mts_out_nrest_partstd_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 58511 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5664010584 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 65828 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000116133 |
| Q3 | 1.002533093 |
| 95-th percentile | 1.02519812 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.002533093 |
Descriptive statistics
| Standard deviation | 0.5011791039 |
|---|---|
| Coefficient of variation (CV) | 0.8848484593 |
| Kurtosis | -1.935491243 |
| Mean | 0.5664010584 |
| Median Absolute Deviation (MAD) | 0.02045554895 |
| Skewness | -0.2427832672 |
| Sum | 84960.15877 |
| Variance | 0.2511804942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65828 | |
| 1.164401954 | 534 | 0.4% |
| 1.013872843 | 334 | 0.2% |
| 1.004760016 | 310 | 0.2% |
| 1.003675345 | 305 | 0.2% |
| 1.049793044 | 300 | 0.2% |
| 1.006406835 | 298 | 0.2% |
| 1.023762432 | 291 | 0.2% |
| 1.002923264 | 289 | 0.2% |
| 1.00908403 | 285 | 0.2% |
| Other values (58501) | 81226 |
| Value | Count | Frequency (%) |
| 0 | 65828 | |
| 1.000000309 | 1 | < 0.1% |
| 1.000000345 | 1 | < 0.1% |
| 1.00000041 | 1 | < 0.1% |
| 1.000000468 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 5 | |
| 1.202887086 | 1 | < 0.1% |
| 1.199111183 | 1 | < 0.1% |
| 1.198249473 | 1 | < 0.1% |
| 1.196318097 | 1 | < 0.1% |
content_clc_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 445 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11585879 |
| Minimum | 0 |
|---|---|
| Maximum | 35.62761492 |
| Zeros | 145227 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 35.62761492 |
| Range | 35.62761492 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.063648091 |
|---|---|
| Coefficient of variation (CV) | 9.180555838 |
| Kurtosis | 289.7925853 |
| Mean | 0.11585879 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.48744581 |
| Sum | 17378.81851 |
| Variance | 1.131347262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145227 | |
| 1.335271319 | 1746 | 1.2% |
| 1.889929983 | 545 | 0.4% |
| 1.109485035 | 186 | 0.1% |
| 3.695661629 | 180 | 0.1% |
| 1.164401954 | 167 | 0.1% |
| 2.463678086 | 136 | 0.1% |
| 1.148322296 | 119 | 0.1% |
| 1.335336222 | 69 | < 0.1% |
| 1.334752185 | 63 | < 0.1% |
| Other values (435) | 1562 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 145227 | |
| 1.044653546 | 1 | < 0.1% |
| 1.059022846 | 2 | < 0.1% |
| 1.061674421 | 3 | < 0.1% |
| 1.064408928 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.62761492 | 1 | |
| 33.39309949 | 1 | |
| 30.69821599 | 1 | |
| 29.47220096 | 1 | |
| 28.40174401 | 1 |
gprs_tar_vol_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 45715 |
|---|---|
| Distinct (%) | 30.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.05715359 |
| Minimum | 0 |
|---|---|
| Maximum | 300.8475521 |
| Zeros | 62151 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10.96665166 |
| Q3 | 51.36051668 |
| 95-th percentile | 147.4992123 |
| Maximum | 300.8475521 |
| Range | 300.8475521 |
| Interquartile range (IQR) | 51.36051668 |
Descriptive statistics
| Standard deviation | 49.79141848 |
|---|---|
| Coefficient of variation (CV) | 1.420292676 |
| Kurtosis | 1.763758928 |
| Mean | 35.05715359 |
| Median Absolute Deviation (MAD) | 10.96665166 |
| Skewness | 1.587118046 |
| Sum | 5258573.039 |
| Variance | 2479.185355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62151 | |
| 1.049793044 | 1086 | 0.7% |
| 11.61519305 | 860 | 0.6% |
| 1.164401954 | 749 | 0.5% |
| 1.31316983 | 472 | 0.3% |
| 1.839588705 | 435 | 0.3% |
| 1.480453014 | 393 | 0.3% |
| 1.657607816 | 317 | 0.2% |
| 2.023336405 | 269 | 0.2% |
| 2.206948961 | 232 | 0.2% |
| Other values (45705) | 83036 |
| Value | Count | Frequency (%) |
| 0 | 62151 | |
| 1.000094444 | 2 | < 0.1% |
| 1.000159148 | 7 | < 0.1% |
| 1.000211475 | 2 | < 0.1% |
| 1.00024038 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 300.8475521 | 1 | |
| 283.840821 | 1 | |
| 282.5055893 | 1 | |
| 281.3785251 | 1 | |
| 277.4290754 | 1 |
pay_p2p_in_sum_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 708 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0004280212756 |
| Minimum | -24.84149593 |
|---|---|
| Maximum | 25.85541646 |
| Zeros | 147417 |
| Zeros (%) | 98.3% |
| Negative | 1249 |
| Negative (%) | 0.8% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -24.84149593 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 25.85541646 |
| Range | 50.6969124 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4052838907 |
|---|---|
| Coefficient of variation (CV) | 946.8779094 |
| Kurtosis | 618.3416993 |
| Mean | 0.0004280212756 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.5460999792 |
| Sum | 64.20319135 |
| Variance | 0.164255032 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147417 | |
| 1.089907359 | 38 | < 0.1% |
| 1.0748555 | 33 | < 0.1% |
| -1.089907359 | 33 | < 0.1% |
| 2.531813523 | 30 | < 0.1% |
| 1.009950143 | 28 | < 0.1% |
| -1.0748555 | 25 | < 0.1% |
| -1.177789087 | 25 | < 0.1% |
| 1.177789087 | 25 | < 0.1% |
| -1.325521436 | 25 | < 0.1% |
| Other values (698) | 2321 | 1.5% |
| Value | Count | Frequency (%) |
| -24.84149593 | 1 | |
| -23.84058304 | 1 | |
| -17.20345623 | 1 | |
| -14.50802479 | 1 | |
| -13.76474047 | 1 |
| Value | Count | Frequency (%) |
| 25.85541646 | 1 | |
| 24.53636452 | 1 | |
| 15.50013987 | 1 | |
| 14.50802479 | 1 | |
| 13.74015727 | 1 |
voice_out_td_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 6565 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.820305879 |
| Minimum | 0 |
|---|---|
| Maximum | 32.33520712 |
| Zeros | 21035 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.128446161 |
| median | 4.34551892 |
| Q3 | 6.965059041 |
| 95-th percentile | 11.53028166 |
| Maximum | 32.33520712 |
| Range | 32.33520712 |
| Interquartile range (IQR) | 4.83661288 |
Descriptive statistics
| Standard deviation | 3.633561679 |
|---|---|
| Coefficient of variation (CV) | 0.753803134 |
| Kurtosis | 0.9050964509 |
| Mean | 4.820305879 |
| Median Absolute Deviation (MAD) | 2.397107189 |
| Skewness | 0.8415108271 |
| Sum | 723045.8819 |
| Variance | 13.20277047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21035 | 14.0% |
| 1.164401954 | 3445 | 2.3% |
| 1.45108808 | 1777 | 1.2% |
| 1.839588705 | 1693 | 1.1% |
| 1.480453014 | 1444 | 1.0% |
| 2.365532092 | 1190 | 0.8% |
| 1.207704776 | 1142 | 0.8% |
| 1.992306409 | 1116 | 0.7% |
| 1.7768194 | 1099 | 0.7% |
| 3.130296817 | 977 | 0.7% |
| Other values (6555) | 115082 |
| Value | Count | Frequency (%) |
| 0 | 21035 | |
| 1.164401954 | 3445 | 2.3% |
| 1.207704776 | 1142 | 0.8% |
| 1.356301179 | 798 | 0.5% |
| 1.45108808 | 1777 | 1.2% |
| Value | Count | Frequency (%) |
| 32.33520712 | 1 | |
| 32.04954745 | 1 | |
| 29.90201328 | 1 | |
| 29.89361796 | 1 | |
| 28.2803023 | 1 |
voice_mts_in_drest_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 130888 |
|---|---|
| Distinct (%) | 87.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9136302036 |
| Minimum | 0 |
|---|---|
| Maximum | 1.355193072 |
| Zeros | 16258 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.004319306 |
| median | 1.016898423 |
| Q3 | 1.033289272 |
| 95-th percentile | 1.063014095 |
| Maximum | 1.355193072 |
| Range | 1.355193072 |
| Interquartile range (IQR) | 0.0289699654 |
Descriptive statistics
| Standard deviation | 0.3192155902 |
|---|---|
| Coefficient of variation (CV) | 0.3493925539 |
| Kurtosis | 4.290401269 |
| Mean | 0.9136302036 |
| Median Absolute Deviation (MAD) | 0.01400242349 |
| Skewness | -2.498798666 |
| Sum | 137044.5305 |
| Variance | 0.101898593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16258 | 10.8% |
| 1.006406835 | 2001 | 1.3% |
| 1.023762432 | 387 | 0.3% |
| 1.049793044 | 73 | < 0.1% |
| 1.000750704 | 14 | < 0.1% |
| 1.082760975 | 12 | < 0.1% |
| 1.001666435 | 9 | < 0.1% |
| 1.000425155 | 8 | < 0.1% |
| 1.002923264 | 7 | < 0.1% |
| 1.001075172 | 6 | < 0.1% |
| Other values (130878) | 131225 |
| Value | Count | Frequency (%) |
| 0 | 16258 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.355193072 | 1 | |
| 1.336165825 | 1 | |
| 1.335769626 | 1 | |
| 1.333567295 | 1 | |
| 1.274490209 | 1 |
voice_in_roam_clc_max_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0005324204369 |
| Minimum | 0 |
|---|---|
| Maximum | 26.62102185 |
| Zeros | 149997 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 26.62102185 |
| Range | 26.62102185 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1190520353 |
|---|---|
| Coefficient of variation (CV) | 223.605307 |
| Kurtosis | 49996.6666 |
| Mean | 0.0005324204369 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 223.6023255 |
| Sum | 79.86306554 |
| Variance | 0.0141733871 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 26.62102185 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149997 | |
| 26.62102185 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.62102185 | 3 | < 0.1% |
| 0 | 149997 |
data_3g_tv_cnt_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1570 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.066328253 |
| Minimum | 0 |
|---|---|
| Maximum | 94.87270178 |
| Zeros | 52992 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.3892276 |
| Q3 | 7.773993599 |
| 95-th percentile | 18.98885262 |
| Maximum | 94.87270178 |
| Range | 94.87270178 |
| Interquartile range (IQR) | 7.773993599 |
Descriptive statistics
| Standard deviation | 6.659547539 |
|---|---|
| Coefficient of variation (CV) | 1.314472179 |
| Kurtosis | 4.911212287 |
| Mean | 5.066328253 |
| Median Absolute Deviation (MAD) | 2.3892276 |
| Skewness | 1.900911764 |
| Sum | 759949.2379 |
| Variance | 44.34957343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.164401954 | 4075 | 2.7% |
| 1.049793044 | 3578 | 2.4% |
| 1.480453014 | 3169 | 2.1% |
| 1.839588705 | 2686 | 1.8% |
| 1.31316983 | 2395 | 1.6% |
| 2.206948961 | 2143 | 1.4% |
| 2.569415055 | 1929 | 1.3% |
| 1.657607816 | 1923 | 1.3% |
| 2.921812056 | 1713 | 1.1% |
| Other values (1560) | 73397 |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.049793044 | 3578 | 2.4% |
| 1.164401954 | 4075 | 2.7% |
| 1.31316983 | 2395 | 1.6% |
| 1.480453014 | 3169 | 2.1% |
| Value | Count | Frequency (%) |
| 94.87270178 | 1 | |
| 89.93394198 | 1 | |
| 87.57735929 | 1 | |
| 78.2895583 | 1 | |
| 72.88503579 | 1 |
pay_p2p_out_sum_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 166 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1567460266 |
| Minimum | -85.53538439 |
|---|---|
| Maximum | 0 |
| Zeros | 148548 |
| Zeros (%) | 99.0% |
| Negative | 1452 |
| Negative (%) | 1.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -85.53538439 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 85.53538439 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.870621243 |
|---|---|
| Coefficient of variation (CV) | -11.93409035 |
| Kurtosis | 299.6173231 |
| Mean | -0.1567460266 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -15.43893378 |
| Sum | -23511.90399 |
| Variance | 3.499223833 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148548 | |
| -6.749901739 | 194 | 0.1% |
| -10.26911687 | 155 | 0.1% |
| -12.79226812 | 89 | 0.1% |
| -16.45925281 | 88 | 0.1% |
| -22.29933738 | 73 | < 0.1% |
| -4.210401996 | 66 | < 0.1% |
| -8.687248223 | 57 | < 0.1% |
| -14.79061749 | 44 | < 0.1% |
| -17.89928393 | 40 | < 0.1% |
| Other values (156) | 646 | 0.4% |
| Value | Count | Frequency (%) |
| -85.53538439 | 1 | |
| -77.73729331 | 1 | |
| -62.62412567 | 1 | |
| -62.21569598 | 1 | |
| -61.19173819 | 1 |
| Value | Count | Frequency (%) |
| 0 | 148548 | |
| -1.00000001 | 1 | < 0.1% |
| -1.480453014 | 3 | < 0.1% |
| -2.206948961 | 13 | < 0.1% |
| -2.921812056 | 10 | < 0.1% |
voice_in_cmpttrs_td_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 159 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.829927471 |
| Minimum | 0 |
|---|---|
| Maximum | 38.13159254 |
| Zeros | 62030 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.480453014 |
| Q3 | 4.210401996 |
| 95-th percentile | 10.55454345 |
| Maximum | 38.13159254 |
| Range | 38.13159254 |
| Interquartile range (IQR) | 4.210401996 |
Descriptive statistics
| Standard deviation | 3.653484638 |
|---|---|
| Coefficient of variation (CV) | 1.291017058 |
| Kurtosis | 3.443416339 |
| Mean | 2.829927471 |
| Median Absolute Deviation (MAD) | 1.480453014 |
| Skewness | 1.728342715 |
| Sum | 424489.1207 |
| Variance | 13.34795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62030 | |
| 1.480453014 | 18857 | 12.6% |
| 2.206948961 | 12183 | 8.1% |
| 2.921812056 | 8747 | 5.8% |
| 3.590290394 | 6676 | 4.5% |
| 4.210401996 | 5431 | 3.6% |
| 4.786566308 | 4548 | 3.0% |
| 5.324077125 | 3704 | 2.5% |
| 5.827795843 | 3078 | 2.1% |
| 6.30189811 | 2631 | 1.8% |
| Other values (149) | 22115 | 14.7% |
| Value | Count | Frequency (%) |
| 0 | 62030 | |
| 1.480453014 | 18857 | 12.6% |
| 2.206948961 | 12183 | 8.1% |
| 2.921812056 | 8747 | 5.8% |
| 3.590290394 | 6676 | 4.5% |
| Value | Count | Frequency (%) |
| 38.13159254 | 1 | |
| 33.26436087 | 1 | |
| 31.2188585 | 1 | |
| 31.12843736 | 1 | |
| 30.71382022 | 1 |
accum_oth_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 38019 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6048147822 |
| Minimum | 0 |
|---|---|
| Maximum | 1.000789541 |
| Zeros | 59278 |
| Zeros (%) | 39.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000000005 |
| Q3 | 1.00000045 |
| 95-th percentile | 1.000006422 |
| Maximum | 1.000789541 |
| Range | 1.000789541 |
| Interquartile range (IQR) | 1.00000045 |
Descriptive statistics
| Standard deviation | 0.4888935506 |
|---|---|
| Coefficient of variation (CV) | 0.8083359815 |
| Kurtosis | -1.81616809 |
| Mean | 0.6048147822 |
| Median Absolute Deviation (MAD) | 2.605125408 × 10-6 |
| Skewness | -0.4287844733 |
| Sum | 90722.21733 |
| Variance | 0.2390169038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59278 | |
| 1 | 2862 | 1.9% |
| 1 | 2727 | 1.8% |
| 1.000000001 | 1425 | 0.9% |
| 1.000000003 | 907 | 0.6% |
| 1.000000001 | 631 | 0.4% |
| 1 | 628 | 0.4% |
| 1.000000005 | 620 | 0.4% |
| 1.000000001 | 616 | 0.4% |
| 1.000000007 | 504 | 0.3% |
| Other values (38009) | 79802 |
| Value | Count | Frequency (%) |
| 0 | 59278 | |
| 1 | 1 | < 0.1% |
| 1 | 2727 | 1.8% |
| 1 | 628 | 0.4% |
| 1 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000789541 | 1 | |
| 1.000540754 | 1 | |
| 1.000414901 | 1 | |
| 1.000405056 | 1 | |
| 1.000326735 | 1 |
ama_volume_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 593 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01095333334 |
| Minimum | -1.000000017 |
|---|---|
| Maximum | 1.000000061 |
| Zeros | 148355 |
| Zeros (%) | 98.9% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.000000017 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.000000061 |
| Range | 2.000000078 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1041477964 |
|---|---|
| Coefficient of variation (CV) | 9.508319805 |
| Kurtosis | 86.20438037 |
| Mean | 0.01095333334 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.379590113 |
| Sum | 1643.000002 |
| Variance | 0.01084676349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148355 | |
| 1 | 202 | 0.1% |
| 1 | 147 | 0.1% |
| 1 | 115 | 0.1% |
| 1 | 57 | < 0.1% |
| 1 | 47 | < 0.1% |
| 1 | 40 | < 0.1% |
| 1 | 32 | < 0.1% |
| 1 | 29 | < 0.1% |
| 1 | 26 | < 0.1% |
| Other values (583) | 950 | 0.6% |
| Value | Count | Frequency (%) |
| -1.000000017 | 1 | < 0.1% |
| 0 | 148355 | |
| 1 | 147 | 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000000061 | 1 | |
| 1.000000042 | 1 | |
| 1.000000031 | 1 | |
| 1.000000028 | 1 | |
| 1.000000026 | 1 |
voice_mts_in_dwork_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 105957 |
|---|---|
| Distinct (%) | 70.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.144454744 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 16814 |
| Zeros (%) | 11.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.127972789 |
| median | 1.270240292 |
| Q3 | 1.393927098 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.2659543092 |
Descriptive statistics
| Standard deviation | 0.4277449972 |
|---|---|
| Coefficient of variation (CV) | 0.373754401 |
| Kurtosis | 2.831359703 |
| Mean | 1.144454744 |
| Median Absolute Deviation (MAD) | 0.1317066824 |
| Skewness | -2.024184888 |
| Sum | 171668.2116 |
| Variance | 0.1829657827 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 18910 | 12.6% |
| 0 | 16814 | 11.2% |
| 1.164401954 | 64 | < 0.1% |
| 1.260942818 | 55 | < 0.1% |
| 1.31316983 | 39 | < 0.1% |
| 1.345493163 | 38 | < 0.1% |
| 1.383209542 | 34 | < 0.1% |
| 1.367400612 | 31 | < 0.1% |
| 1.220903412 | 30 | < 0.1% |
| 1.235717839 | 30 | < 0.1% |
| Other values (105947) | 113955 |
| Value | Count | Frequency (%) |
| 0 | 16814 | |
| 1.000000008 | 1 | < 0.1% |
| 1.000000048 | 1 | < 0.1% |
| 1.000000158 | 1 | < 0.1% |
| 1.000000395 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 18910 | |
| 1.480295305 | 1 | < 0.1% |
| 1.480285874 | 1 | < 0.1% |
| 1.48028486 | 1 | < 0.1% |
| 1.480272606 | 1 | < 0.1% |
num_act_days_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.961123305 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 20708 |
| Zeros (%) | 13.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.921812056 |
| median | 4.786566308 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 2.40226507 |
Descriptive statistics
| Standard deviation | 1.879690189 |
|---|---|
| Coefficient of variation (CV) | 0.4745346318 |
| Kurtosis | -0.0005695340517 |
| Mean | 3.961123305 |
| Median Absolute Deviation (MAD) | 0.5375108171 |
| Skewness | -1.222646086 |
| Sum | 594168.4957 |
| Variance | 3.533235206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.324077125 | 70507 | |
| 0 | 20708 | 13.8% |
| 4.786566308 | 20430 | 13.6% |
| 4.210401996 | 11693 | 7.8% |
| 3.590290394 | 8542 | 5.7% |
| 2.921812056 | 6970 | 4.6% |
| 2.206948961 | 5811 | 3.9% |
| 1.480453014 | 5339 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 20708 | |
| 1.480453014 | 5339 | 3.6% |
| 2.206948961 | 5811 | 3.9% |
| 2.921812056 | 6970 | 4.6% |
| 3.590290394 | 8542 |
| Value | Count | Frequency (%) |
| 5.324077125 | 70507 | |
| 4.786566308 | 20430 | 13.6% |
| 4.210401996 | 11693 | 7.8% |
| 3.590290394 | 8542 | 5.7% |
| 2.921812056 | 6970 | 4.6% |
pay_avg_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1746 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.656640487 |
| Minimum | -29.1123722 |
|---|---|
| Maximum | 72.49599656 |
| Zeros | 120146 |
| Zeros (%) | 80.1% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -29.1123722 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 26.82067032 |
| Maximum | 72.49599656 |
| Range | 101.6083688 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 9.872018006 |
|---|---|
| Coefficient of variation (CV) | 2.119987152 |
| Kurtosis | 1.842758632 |
| Mean | 4.656640487 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.829364862 |
| Sum | 698496.0731 |
| Variance | 97.45673952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120146 | |
| 22.29933738 | 2806 | 1.9% |
| 26.17309696 | 2571 | 1.7% |
| 23.99960696 | 2208 | 1.5% |
| 29.12504295 | 1706 | 1.1% |
| 24.76754894 | 1675 | 1.1% |
| 24.38962268 | 1365 | 0.9% |
| 31.96388736 | 1082 | 0.7% |
| 25.49022445 | 1079 | 0.7% |
| 28.02437138 | 823 | 0.5% |
| Other values (1736) | 14539 | 9.7% |
| Value | Count | Frequency (%) |
| -29.1123722 | 1 | < 0.1% |
| -21.16398411 | 1 | < 0.1% |
| -10.96665166 | 1 | < 0.1% |
| 0 | 120146 | |
| 1.00908403 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.49599656 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 1 | |
| 67.12657433 | 1 | |
| 65.37213434 | 1 |
data_3g_tv_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1118 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.041067246 |
| Minimum | 0 |
|---|---|
| Maximum | 103.5858927 |
| Zeros | 40297 |
| Zeros (%) | 26.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7.174761058 |
| Q3 | 13.84160798 |
| 95-th percentile | 26.82067032 |
| Maximum | 103.5858927 |
| Range | 103.5858927 |
| Interquartile range (IQR) | 13.84160798 |
Descriptive statistics
| Standard deviation | 9.154842964 |
|---|---|
| Coefficient of variation (CV) | 1.012584324 |
| Kurtosis | 2.596783016 |
| Mean | 9.041067246 |
| Median Absolute Deviation (MAD) | 7.174761058 |
| Skewness | 1.315366189 |
| Sum | 1356160.087 |
| Variance | 83.81114969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 2.206948961 | 4684 | 3.1% |
| 3.590290394 | 4676 | 3.1% |
| 4.786566308 | 4227 | 2.8% |
| 5.827795843 | 3766 | 2.5% |
| 1.480453014 | 3564 | 2.4% |
| 6.749901739 | 3266 | 2.2% |
| 7.578965206 | 3129 | 2.1% |
| 8.333535892 | 2628 | 1.8% |
| 2.921812056 | 2597 | 1.7% |
| Other values (1108) | 77166 |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 1.480453014 | 3564 | 2.4% |
| 2.206948961 | 4684 | 3.1% |
| 2.921812056 | 2597 | 1.7% |
| 3.590290394 | 4676 | 3.1% |
| Value | Count | Frequency (%) |
| 103.5858927 | 1 | |
| 96.69852094 | 1 | |
| 95.35397496 | 1 | |
| 94.96646928 | 1 | |
| 89.97854062 | 1 |
all_roam_clc_max_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001118321966 |
| Minimum | 0 |
|---|---|
| Maximum | 26.62102185 |
| Zeros | 149991 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 26.62102185 |
| Range | 26.62102185 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.150845922 |
|---|---|
| Coefficient of variation (CV) | 134.8859511 |
| Kurtosis | 22949.59071 |
| Mean | 0.001118321966 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 146.5303911 |
| Sum | 167.7482949 |
| Variance | 0.02275449218 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149991 | |
| 14.64753823 | 6 | < 0.1% |
| 26.62102185 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149991 | |
| 14.64753823 | 6 | < 0.1% |
| 26.62102185 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.62102185 | 3 | < 0.1% |
| 14.64753823 | 6 | < 0.1% |
| 0 | 149991 |
voice_mts_in_dwork_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 135590 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9781600458 |
| Minimum | 0 |
|---|---|
| Maximum | 1.176549816 |
| Zeros | 10291 |
| Zeros (%) | 6.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.017073624 |
| median | 1.036454311 |
| Q3 | 1.067510811 |
| 95-th percentile | 1.125671693 |
| Maximum | 1.176549816 |
| Range | 1.176549816 |
| Interquartile range (IQR) | 0.05043718717 |
Descriptive statistics
| Standard deviation | 0.2679330346 |
|---|---|
| Coefficient of variation (CV) | 0.2739153329 |
| Kurtosis | 9.204204275 |
| Mean | 0.9781600458 |
| Median Absolute Deviation (MAD) | 0.02367476238 |
| Skewness | -3.303019697 |
| Sum | 146724.0069 |
| Variance | 0.071788111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10291 | 6.9% |
| 1.064320397 | 2326 | 1.6% |
| 1.10808554 | 853 | 0.6% |
| 1.139222859 | 404 | 0.3% |
| 1.160290336 | 175 | 0.1% |
| 1.17253086 | 111 | 0.1% |
| 1.176549816 | 42 | < 0.1% |
| 1.160290336 | 16 | < 0.1% |
| 1.01817803 | 8 | < 0.1% |
| 1.038409377 | 7 | < 0.1% |
| Other values (135580) | 135767 |
| Value | Count | Frequency (%) |
| 0 | 10291 | |
| 1.000000004 | 1 | < 0.1% |
| 1.000000004 | 1 | < 0.1% |
| 1.000000006 | 1 | < 0.1% |
| 1.000000033 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.176549816 | 42 | |
| 1.176266701 | 1 | < 0.1% |
| 1.176203206 | 1 | < 0.1% |
| 1.17620068 | 1 | < 0.1% |
| 1.176067363 | 1 | < 0.1% |
voice_mts_out_nwork_parttd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 106773 |
|---|---|
| Distinct (%) | 71.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1964151042 |
| Minimum | -1.008165603 |
|---|---|
| Maximum | 1.010735985 |
| Zeros | 32560 |
| Zeros (%) | 21.7% |
| Negative | 43993 |
| Negative (%) | 29.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.008165603 |
|---|---|
| 5-th percentile | -1.000222157 |
| Q1 | -1.000001255 |
| median | 0 |
| Q3 | 1.000048018 |
| 95-th percentile | 1.000530129 |
| Maximum | 1.010735985 |
| Range | 2.018901587 |
| Interquartile range (IQR) | 2.000049272 |
Descriptive statistics
| Standard deviation | 0.8629276846 |
|---|---|
| Coefficient of variation (CV) | 4.393387608 |
| Kurtosis | -1.546542838 |
| Mean | 0.1964151042 |
| Median Absolute Deviation (MAD) | 1.000016594 |
| Skewness | -0.3887989536 |
| Sum | 29462.26563 |
| Variance | 0.7446441889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32560 | 21.7% |
| 1.000012183 | 206 | 0.1% |
| -1.000012183 | 185 | 0.1% |
| 1.000108887 | 135 | 0.1% |
| -1.000108887 | 134 | 0.1% |
| 1.001424332 | 126 | 0.1% |
| 1.000584711 | 120 | 0.1% |
| 1.00095998 | 116 | 0.1% |
| 1.000300379 | 116 | 0.1% |
| -1.001424332 | 112 | 0.1% |
| Other values (106763) | 116190 |
| Value | Count | Frequency (%) |
| -1.008165603 | 1 | |
| -1.008093298 | 1 | |
| -1.007771527 | 1 | |
| -1.007709686 | 1 | |
| -1.007541662 | 1 |
| Value | Count | Frequency (%) |
| 1.010735985 | 1 | |
| 1.010325642 | 1 | |
| 1.010095525 | 1 | |
| 1.007847609 | 1 | |
| 1.00775338 | 1 |
data_3g_dou_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.864325918 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 52766 |
| Zeros (%) | 35.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.480453014 |
| Q3 | 3.262248815 |
| 95-th percentile | 5.193045981 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 3.262248815 |
Descriptive statistics
| Standard deviation | 1.78938693 |
|---|---|
| Coefficient of variation (CV) | 0.9598037082 |
| Kurtosis | -1.024701302 |
| Mean | 1.864325918 |
| Median Absolute Deviation (MAD) | 1.480453014 |
| Skewness | 0.5256172566 |
| Sum | 279648.8878 |
| Variance | 3.201905584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52766 | |
| 1.049793044 | 7699 | 5.1% |
| 5.324077125 | 6876 | 4.6% |
| 1.164401954 | 6835 | 4.6% |
| 1.31316983 | 5461 | 3.6% |
| 1.480453014 | 5249 | 3.5% |
| 1.657607816 | 4547 | 3.0% |
| 1.839588705 | 4156 | 2.8% |
| 2.023336405 | 4026 | 2.7% |
| 2.206948961 | 3835 | 2.6% |
| Other values (19) | 48550 |
| Value | Count | Frequency (%) |
| 0 | 52766 | |
| 1.049793044 | 7699 | 5.1% |
| 1.164401954 | 6835 | 4.6% |
| 1.31316983 | 5461 | 3.6% |
| 1.480453014 | 5249 | 3.5% |
| Value | Count | Frequency (%) |
| 5.324077125 | 6876 | |
| 5.193045981 | 2699 | 1.8% |
| 5.059834182 | 2068 | 1.4% |
| 4.92436682 | 1926 | 1.3% |
| 4.786566308 | 1905 | 1.3% |
non_accum_internet_vol_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 123843 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.6343664 |
| Minimum | 0 |
|---|---|
| Maximum | 355.433813 |
| Zeros | 24878 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 48.56087901 |
| median | 171.662374 |
| Q3 | 205.8993053 |
| 95-th percentile | 242.6832827 |
| Maximum | 355.433813 |
| Range | 355.433813 |
| Interquartile range (IQR) | 157.3384263 |
Descriptive statistics
| Standard deviation | 86.56148621 |
|---|---|
| Coefficient of variation (CV) | 0.6199153433 |
| Kurtosis | -1.089721907 |
| Mean | 139.6343664 |
| Median Absolute Deviation (MAD) | 45.27607992 |
| Skewness | -0.6145928425 |
| Sum | 20945154.97 |
| Variance | 7492.890894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24878 | 16.6% |
| 1.064320397 | 356 | 0.2% |
| 1.10808554 | 129 | 0.1% |
| 1.139222859 | 116 | 0.1% |
| 1.207704776 | 71 | < 0.1% |
| 1.38913981 | 51 | < 0.1% |
| 1.589289213 | 35 | < 0.1% |
| 12.60349394 | 32 | < 0.1% |
| 2.010130606 | 25 | < 0.1% |
| 1.798128817 | 23 | < 0.1% |
| Other values (123833) | 124284 |
| Value | Count | Frequency (%) |
| 0 | 24878 | |
| 1 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 355.433813 | 1 | |
| 338.9103019 | 1 | |
| 338.4584974 | 1 | |
| 331.2735975 | 1 | |
| 330.514924 | 1 |
content_clc_std_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 381 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04004238698 |
| Minimum | 0 |
|---|---|
| Maximum | 23.86280415 |
| Zeros | 147179 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 23.86280415 |
| Range | 23.86280415 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4986646196 |
|---|---|
| Coefficient of variation (CV) | 12.45341892 |
| Kurtosis | 790.7883811 |
| Mean | 0.04004238698 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.41851379 |
| Sum | 6006.358047 |
| Variance | 0.2486664028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147179 | |
| 1.109461269 | 1392 | 0.9% |
| 1.335271319 | 358 | 0.2% |
| 1.032064727 | 84 | 0.1% |
| 1.604809683 | 72 | < 0.1% |
| 1.044516778 | 58 | < 0.1% |
| 1.049793044 | 54 | < 0.1% |
| 2.178222331 | 26 | < 0.1% |
| 1.109271202 | 25 | < 0.1% |
| 1.889929983 | 25 | < 0.1% |
| Other values (371) | 727 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 147179 | |
| 1.016597909 | 1 | < 0.1% |
| 1.017387389 | 1 | < 0.1% |
| 1.020727495 | 2 | < 0.1% |
| 1.022491159 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.86280415 | 1 | < 0.1% |
| 21.67370657 | 1 | < 0.1% |
| 20.52197761 | 3 | |
| 20.48012504 | 1 | < 0.1% |
| 20.25008431 | 1 | < 0.1% |
content_clc_mea_wk1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01297167208 |
| Minimum | 0 |
|---|---|
| Maximum | 27.06582606 |
| Zeros | 149645 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 27.06582606 |
| Range | 27.06582606 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3961143966 |
|---|---|
| Coefficient of variation (CV) | 30.53688022 |
| Kurtosis | 2104.111489 |
| Mean | 0.01297167208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.6741219 |
| Sum | 1945.750812 |
| Variance | 0.1569066152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149645 | |
| 1.109485035 | 34 | < 0.1% |
| 1.335271319 | 25 | < 0.1% |
| 1.164401954 | 21 | < 0.1% |
| 1.148322296 | 19 | < 0.1% |
| 3.539668309 | 19 | < 0.1% |
| 1.335336222 | 18 | < 0.1% |
| 1.334752185 | 15 | < 0.1% |
| 22.40636871 | 11 | < 0.1% |
| 12.21037855 | 9 | < 0.1% |
| Other values (91) | 184 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149645 | |
| 1.061674421 | 1 | < 0.1% |
| 1.072791017 | 1 | < 0.1% |
| 1.081584479 | 1 | < 0.1% |
| 1.084565919 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27.06582606 | 1 | < 0.1% |
| 24.92704012 | 1 | < 0.1% |
| 24.76754894 | 1 | < 0.1% |
| 22.72175825 | 1 | < 0.1% |
| 22.40636871 | 11 |
pay_p2p_in_sum_min_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.471299307 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 149999 |
| Zeros (%) | > 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.005698317714 |
|---|---|
| Coefficient of variation (CV) | 387.2983346 |
| Kurtosis | 150000 |
| Mean | 1.471299307 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 387.2983346 |
| Sum | 2.206948961 |
| Variance | 3.247082477 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149999 | |
| 2.206948961 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149999 | |
| 2.206948961 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 1 | < 0.1% |
| 0 | 149999 |
conn_com_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 120315 |
|---|---|
| Distinct (%) | 80.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9775908939 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 12245 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.001254907 |
| median | 1.01386291 |
| Q3 | 1.072821112 |
| 95-th percentile | 1.288377311 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.07156620534 |
Descriptive statistics
| Standard deviation | 0.3062574459 |
|---|---|
| Coefficient of variation (CV) | 0.3132777195 |
| Kurtosis | 5.665206921 |
| Mean | 0.9775908939 |
| Median Absolute Deviation (MAD) | 0.01384489935 |
| Skewness | -2.491230829 |
| Sum | 146638.6341 |
| Variance | 0.09379362314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12245 | 8.2% |
| 1.006406835 | 1676 | 1.1% |
| 1.023762432 | 771 | 0.5% |
| 1.001666435 | 483 | 0.3% |
| 1.049793044 | 390 | 0.3% |
| 1.000750704 | 303 | 0.2% |
| 1.000425155 | 256 | 0.2% |
| 1.013872843 | 247 | 0.2% |
| 1.082760975 | 228 | 0.2% |
| 1.000273218 | 213 | 0.1% |
| Other values (120305) | 133188 |
| Value | Count | Frequency (%) |
| 0 | 12245 | |
| 1.000000041 | 1 | < 0.1% |
| 1.000000104 | 1 | < 0.1% |
| 1.000000122 | 1 | < 0.1% |
| 1.000000125 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 129 | |
| 1.479845049 | 1 | < 0.1% |
| 1.479748675 | 1 | < 0.1% |
| 1.479615992 | 1 | < 0.1% |
| 1.479536287 | 1 | < 0.1% |
voice_in_life_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 72516 |
|---|---|
| Distinct (%) | 48.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02018299465 |
| Minimum | -1.013933914 |
|---|---|
| Maximum | 1.013328544 |
| Zeros | 51678 |
| Zeros (%) | 34.5% |
| Negative | 47648 |
| Negative (%) | 31.8% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.013933914 |
|---|---|
| 5-th percentile | -1.000347603 |
| Q1 | -1.000001331 |
| median | 0 |
| Q3 | 1.000002242 |
| 95-th percentile | 1.000384401 |
| Maximum | 1.013328544 |
| Range | 2.027262458 |
| Interquartile range (IQR) | 2.000003573 |
Descriptive statistics
| Standard deviation | 0.8095848515 |
|---|---|
| Coefficient of variation (CV) | 40.11222644 |
| Kurtosis | -1.472575125 |
| Mean | 0.02018299465 |
| Median Absolute Deviation (MAD) | 1.00000174 |
| Skewness | -0.03673287445 |
| Sum | 3027.449197 |
| Variance | 0.6554276317 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51678 | |
| 1.000012183 | 396 | 0.3% |
| -1.000012183 | 387 | 0.3% |
| 1.000003051 | 314 | 0.2% |
| -1.000003051 | 248 | 0.2% |
| 1.000108887 | 241 | 0.2% |
| -1.000108887 | 220 | 0.1% |
| 1.000001357 | 195 | 0.1% |
| 1.000000763 | 181 | 0.1% |
| -1.000001357 | 177 | 0.1% |
| Other values (72506) | 95963 |
| Value | Count | Frequency (%) |
| -1.013933914 | 1 | |
| -1.013328544 | 1 | |
| -1.012819141 | 1 | |
| -1.01281815 | 1 | |
| -1.012279657 | 1 |
| Value | Count | Frequency (%) |
| 1.013328544 | 2 | |
| 1.013248726 | 1 | |
| 1.013089728 | 1 | |
| 1.013072743 | 1 | |
| 1.012617846 | 1 |
pay_avg_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 36430 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.22691084 |
| Minimum | 0 |
|---|---|
| Maximum | 54.76103743 |
| Zeros | 25969 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11.5837339 |
| median | 16.50961337 |
| Q3 | 18.90462444 |
| 95-th percentile | 23.80699828 |
| Maximum | 54.76103743 |
| Range | 54.76103743 |
| Interquartile range (IQR) | 7.320890542 |
Descriptive statistics
| Standard deviation | 7.829402124 |
|---|---|
| Coefficient of variation (CV) | 0.5503234126 |
| Kurtosis | -0.01420832384 |
| Mean | 14.22691084 |
| Median Absolute Deviation (MAD) | 2.918251266 |
| Skewness | -0.6105693603 |
| Sum | 2134036.626 |
| Variance | 61.29953763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25969 | 17.3% |
| 15.69616379 | 2628 | 1.8% |
| 17.09828818 | 2061 | 1.4% |
| 15.93930484 | 1673 | 1.1% |
| 15.37178221 | 1637 | 1.1% |
| 17.58962437 | 1514 | 1.0% |
| 14.59397912 | 1445 | 1.0% |
| 18.9080105 | 1412 | 0.9% |
| 17.67972932 | 1406 | 0.9% |
| 17.7356038 | 1354 | 0.9% |
| Other values (36420) | 108901 |
| Value | Count | Frequency (%) |
| 0 | 25969 | |
| 1.000809897 | 2 | < 0.1% |
| 1.004487315 | 1 | < 0.1% |
| 1.005237753 | 1 | < 0.1% |
| 1.0060417 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.76103743 | 1 | |
| 49.10858274 | 1 | |
| 48.8733107 | 1 | |
| 48.47341904 | 1 | |
| 46.86740996 | 1 |
voice_in_roam_clc_min_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_out_cmpttrs_td_cntmax_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 227 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.459889138 |
| Minimum | 0 |
|---|---|
| Maximum | 39.8678771 |
| Zeros | 42377 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.921812056 |
| Q3 | 7.174761058 |
| 95-th percentile | 14.03872817 |
| Maximum | 39.8678771 |
| Range | 39.8678771 |
| Interquartile range (IQR) | 7.174761058 |
Descriptive statistics
| Standard deviation | 4.747920837 |
|---|---|
| Coefficient of variation (CV) | 1.064582704 |
| Kurtosis | 1.60797674 |
| Mean | 4.459889138 |
| Median Absolute Deviation (MAD) | 2.921812056 |
| Skewness | 1.299237186 |
| Sum | 668983.3707 |
| Variance | 22.54275228 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 1.480453014 | 15613 | 10.4% |
| 2.206948961 | 11340 | 7.6% |
| 2.921812056 | 8825 | 5.9% |
| 3.590290394 | 7398 | 4.9% |
| 4.210401996 | 6124 | 4.1% |
| 4.786566308 | 5239 | 3.5% |
| 5.324077125 | 4672 | 3.1% |
| 5.827795843 | 4010 | 2.7% |
| 6.30189811 | 3454 | 2.3% |
| Other values (217) | 40948 |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 1.480453014 | 15613 | 10.4% |
| 2.206948961 | 11340 | 7.6% |
| 2.921812056 | 8825 | 5.9% |
| 3.590290394 | 7398 | 4.9% |
| Value | Count | Frequency (%) |
| 39.8678771 | 1 | |
| 38.35003304 | 1 | |
| 36.68640128 | 1 | |
| 36.41014679 | 1 | |
| 36.12845212 | 1 |
voice_in_short_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 23370 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5383218604 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 69414 |
| Zeros (%) | 46.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000036955 |
| Q3 | 1.000392144 |
| 95-th percentile | 1.003474223 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.000392144 |
Descriptive statistics
| Standard deviation | 0.4996580882 |
|---|---|
| Coefficient of variation (CV) | 0.9281772207 |
| Kurtosis | -1.97702347 |
| Mean | 0.5383218604 |
| Median Absolute Deviation (MAD) | 0.004557581101 |
| Skewness | -0.1488394204 |
| Sum | 80748.27906 |
| Variance | 0.2496582051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69414 | |
| 1.000609725 | 1220 | 0.8% |
| 1.000273218 | 1138 | 0.8% |
| 1.001666435 | 1132 | 0.8% |
| 1.000750704 | 1132 | 0.8% |
| 1.000425155 | 1130 | 0.8% |
| 1.000362834 | 1126 | 0.8% |
| 1.000505029 | 1112 | 0.7% |
| 1.000313275 | 1082 | 0.7% |
| 1.000946895 | 1057 | 0.7% |
| Other values (23360) | 70457 |
| Value | Count | Frequency (%) |
| 0 | 69414 | |
| 1.000001326 | 1 | < 0.1% |
| 1.000002292 | 1 | < 0.1% |
| 1.00000232 | 1 | < 0.1% |
| 1.000002378 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.369900835 | 1 | |
| 1.34005959 | 1 | |
| 1.31316983 | 1 | |
| 1.300924603 | 1 |
voice_in_tar_dur_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 12190 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.57161346 |
| Minimum | 0 |
|---|---|
| Maximum | 130.1873165 |
| Zeros | 44827 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 36.31686441 |
| Q3 | 58.36615774 |
| 95-th percentile | 79.98803845 |
| Maximum | 130.1873165 |
| Range | 130.1873165 |
| Interquartile range (IQR) | 58.36615774 |
Descriptive statistics
| Standard deviation | 28.68750431 |
|---|---|
| Coefficient of variation (CV) | 0.8297994058 |
| Kurtosis | -1.236298362 |
| Mean | 34.57161346 |
| Median Absolute Deviation (MAD) | 27.48552586 |
| Skewness | 0.155134341 |
| Sum | 5185742.02 |
| Variance | 822.9729035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44827 | |
| 9.027097853 | 216 | 0.1% |
| 7.578965206 | 214 | 0.1% |
| 8.687248223 | 214 | 0.1% |
| 8.333535892 | 198 | 0.1% |
| 10.55454345 | 185 | 0.1% |
| 6.749901739 | 185 | 0.1% |
| 9.669720902 | 183 | 0.1% |
| 7.964623589 | 183 | 0.1% |
| 11.61519305 | 182 | 0.1% |
| Other values (12180) | 103413 |
| Value | Count | Frequency (%) |
| 0 | 44827 | |
| 1.480453014 | 114 | 0.1% |
| 2.206948961 | 70 | < 0.1% |
| 2.921812056 | 43 | < 0.1% |
| 3.590290394 | 48 | < 0.1% |
| Value | Count | Frequency (%) |
| 130.1873165 | 1 | |
| 128.0998238 | 1 | |
| 127.520637 | 1 | |
| 127.4566451 | 1 | |
| 126.2254388 | 1 |
gprs_tar_vol_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 60279 |
|---|---|
| Distinct (%) | 40.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.90542996 |
| Minimum | 0 |
|---|---|
| Maximum | 326.9731659 |
| Zeros | 43990 |
| Zeros (%) | 29.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 40.13440858 |
| Q3 | 112.0752599 |
| 95-th percentile | 195.704987 |
| Maximum | 326.9731659 |
| Range | 326.9731659 |
| Interquartile range (IQR) | 112.0752599 |
Descriptive statistics
| Standard deviation | 67.55792225 |
|---|---|
| Coefficient of variation (CV) | 1.073960106 |
| Kurtosis | -0.3577502748 |
| Mean | 62.90542996 |
| Median Absolute Deviation (MAD) | 40.13440858 |
| Skewness | 0.8982206532 |
| Sum | 9435814.494 |
| Variance | 4564.072859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43990 | |
| 22.29933738 | 1520 | 1.0% |
| 1.480453014 | 1194 | 0.8% |
| 2.206948961 | 618 | 0.4% |
| 2.921812056 | 433 | 0.3% |
| 3.590290394 | 428 | 0.3% |
| 4.786566308 | 359 | 0.2% |
| 4.210401996 | 280 | 0.2% |
| 5.324077125 | 264 | 0.2% |
| 29.12504295 | 256 | 0.2% |
| Other values (60269) | 100658 |
| Value | Count | Frequency (%) |
| 0 | 43990 | |
| 1.002453611 | 8 | < 0.1% |
| 1.002834978 | 2 | < 0.1% |
| 1.003138066 | 1 | < 0.1% |
| 1.00324232 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 326.9731659 | 1 | |
| 324.2002583 | 1 | |
| 321.6552264 | 1 | |
| 321.2024869 | 1 | |
| 318.8845847 | 1 |
vas_clc_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 15540 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.889942008 |
| Minimum | 0 |
|---|---|
| Maximum | 51.42919786 |
| Zeros | 63561 |
| Zeros (%) | 42.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.03203978 |
| Q3 | 2.082028601 |
| 95-th percentile | 7.66617706 |
| Maximum | 51.42919786 |
| Range | 51.42919786 |
| Interquartile range (IQR) | 2.082028601 |
Descriptive statistics
| Standard deviation | 2.997851857 |
|---|---|
| Coefficient of variation (CV) | 1.586213674 |
| Kurtosis | 13.78336452 |
| Mean | 1.889942008 |
| Median Absolute Deviation (MAD) | 1.03203978 |
| Skewness | 3.018188401 |
| Sum | 283491.3012 |
| Variance | 8.987115756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63561 | |
| 1.1418941 | 7280 | 4.9% |
| 1.008746121 | 4981 | 3.3% |
| 1.422065134 | 3771 | 2.5% |
| 1.008736187 | 2589 | 1.7% |
| 1.746290425 | 2131 | 1.4% |
| 1.032054747 | 1673 | 1.1% |
| 5.910345837 | 1410 | 0.9% |
| 2.082028601 | 1354 | 0.9% |
| 1.032019827 | 1134 | 0.8% |
| Other values (15530) | 60116 |
| Value | Count | Frequency (%) |
| 0 | 63561 | |
| 1.000000422 | 7 | < 0.1% |
| 1.000000666 | 38 | < 0.1% |
| 1.000001379 | 7 | < 0.1% |
| 1.000148847 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.42919786 | 1 | |
| 32.52315047 | 1 | |
| 32.31501015 | 1 | |
| 30.95746198 | 1 | |
| 30.10816654 | 1 |
voice_out_cmpttrs_td_cntmin_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 130 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.519635109 |
| Minimum | 0 |
|---|---|
| Maximum | 39.14133654 |
| Zeros | 98250 |
| Zeros (%) | 65.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.206948961 |
| 95-th percentile | 7.964623589 |
| Maximum | 39.14133654 |
| Range | 39.14133654 |
| Interquartile range (IQR) | 2.206948961 |
Descriptive statistics
| Standard deviation | 2.880919124 |
|---|---|
| Coefficient of variation (CV) | 1.895796634 |
| Kurtosis | 8.183045755 |
| Mean | 1.519635109 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.599236835 |
| Sum | 227945.2664 |
| Variance | 8.299694999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 98250 | |
| 1.480453014 | 12880 | 8.6% |
| 2.206948961 | 7754 | 5.2% |
| 2.921812056 | 5478 | 3.7% |
| 3.590290394 | 3946 | 2.6% |
| 4.210401996 | 3216 | 2.1% |
| 4.786566308 | 2518 | 1.7% |
| 5.324077125 | 2047 | 1.4% |
| 5.827795843 | 1632 | 1.1% |
| 6.30189811 | 1433 | 1.0% |
| Other values (120) | 10846 | 7.2% |
| Value | Count | Frequency (%) |
| 0 | 98250 | |
| 1.480453014 | 12880 | 8.6% |
| 2.206948961 | 7754 | 5.2% |
| 2.921812056 | 5478 | 3.7% |
| 3.590290394 | 3946 | 2.6% |
| Value | Count | Frequency (%) |
| 39.14133654 | 1 | |
| 32.62957291 | 1 | |
| 30.47779396 | 1 | |
| 28.75032958 | 1 | |
| 27.96680086 | 1 |
data_3g_tar_vol_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 106816 |
|---|---|
| Distinct (%) | 71.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128.1505845 |
| Minimum | 0 |
|---|---|
| Maximum | 364.7341292 |
| Zeros | 40297 |
| Zeros (%) | 26.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 159.1952208 |
| Q3 | 208.047986 |
| 95-th percentile | 254.6467271 |
| Maximum | 364.7341292 |
| Range | 364.7341292 |
| Interquartile range (IQR) | 208.047986 |
Descriptive statistics
| Standard deviation | 95.61372224 |
|---|---|
| Coefficient of variation (CV) | 0.7461044565 |
| Kurtosis | -1.456217765 |
| Mean | 128.1505845 |
| Median Absolute Deviation (MAD) | 68.69437469 |
| Skewness | -0.2600952352 |
| Sum | 19222587.68 |
| Variance | 9141.983881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40297 | 26.9% |
| 1.480453014 | 187 | 0.1% |
| 22.29933738 | 160 | 0.1% |
| 2.206948961 | 112 | 0.1% |
| 2.921812056 | 74 | < 0.1% |
| 4.210401996 | 63 | < 0.1% |
| 3.590290394 | 61 | < 0.1% |
| 4.786566308 | 54 | < 0.1% |
| 29.12504295 | 46 | < 0.1% |
| 5.324077125 | 46 | < 0.1% |
| Other values (106806) | 108900 |
| Value | Count | Frequency (%) |
| 0 | 40297 | |
| 1.001468335 | 3 | < 0.1% |
| 1.002098514 | 2 | < 0.1% |
| 1.002453611 | 23 | < 0.1% |
| 1.00324232 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 364.7341292 | 1 | |
| 355.9845479 | 1 | |
| 355.3972651 | 1 | |
| 350.6294156 | 1 | |
| 346.95786 | 1 |
non_accum_internet_vol_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 74996 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.32998707 |
| Minimum | -115.1008201 |
|---|---|
| Maximum | 330.1954128 |
| Zeros | 68829 |
| Zeros (%) | 45.9% |
| Negative | 2901 |
| Negative (%) | 1.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -115.1008201 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.63543356 |
| Q3 | 137.568791 |
| 95-th percentile | 218.2809523 |
| Maximum | 330.1954128 |
| Range | 445.2962329 |
| Interquartile range (IQR) | 137.568791 |
Descriptive statistics
| Standard deviation | 82.76740626 |
|---|---|
| Coefficient of variation (CV) | 1.327890638 |
| Kurtosis | -0.7695178579 |
| Mean | 62.32998707 |
| Median Absolute Deviation (MAD) | 2.63543356 |
| Skewness | 0.8414459957 |
| Sum | 9349498.06 |
| Variance | 6850.44354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68829 | |
| 1.480453014 | 415 | 0.3% |
| 2.206948961 | 251 | 0.2% |
| 2.921812056 | 209 | 0.1% |
| 3.590290394 | 197 | 0.1% |
| 4.210401996 | 154 | 0.1% |
| 4.786566308 | 145 | 0.1% |
| 5.827795843 | 117 | 0.1% |
| 5.324077125 | 112 | 0.1% |
| 6.30189811 | 92 | 0.1% |
| Other values (74986) | 79479 |
| Value | Count | Frequency (%) |
| -115.1008201 | 1 | |
| -114.9051414 | 1 | |
| -114.851665 | 1 | |
| -114.8015105 | 1 | |
| -114.8007186 | 1 |
| Value | Count | Frequency (%) |
| 330.1954128 | 1 | |
| 329.3838706 | 1 | |
| 321.6776698 | 1 | |
| 321.1347884 | 1 | |
| 313.8177884 | 1 |
gprs_tar_vol_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 41909 |
|---|---|
| Distinct (%) | 27.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.64846607 |
| Minimum | 0 |
|---|---|
| Maximum | 311.5463956 |
| Zeros | 62151 |
| Zeros (%) | 41.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 19.28987309 |
| Q3 | 64.68623774 |
| 95-th percentile | 173.4450847 |
| Maximum | 311.5463956 |
| Range | 311.5463956 |
| Interquartile range (IQR) | 64.68623774 |
Descriptive statistics
| Standard deviation | 58.29103607 |
|---|---|
| Coefficient of variation (CV) | 1.335465855 |
| Kurtosis | 1.105455346 |
| Mean | 43.64846607 |
| Median Absolute Deviation (MAD) | 19.28987309 |
| Skewness | 1.416133356 |
| Sum | 6547269.911 |
| Variance | 3397.844886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62151 | |
| 1.480453014 | 1193 | 0.8% |
| 22.29933738 | 1158 | 0.8% |
| 2.206948961 | 779 | 0.5% |
| 2.921812056 | 546 | 0.4% |
| 3.590290394 | 455 | 0.3% |
| 4.786566308 | 435 | 0.3% |
| 4.210401996 | 371 | 0.2% |
| 5.324077125 | 300 | 0.2% |
| 29.12504295 | 282 | 0.2% |
| Other values (41899) | 82330 |
| Value | Count | Frequency (%) |
| 0 | 62151 | |
| 1.001468335 | 2 | < 0.1% |
| 1.002453611 | 7 | < 0.1% |
| 1.00324232 | 2 | < 0.1% |
| 1.003675345 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 311.5463956 | 1 | |
| 305.2990139 | 1 | |
| 303.2451493 | 1 | |
| 298.1691989 | 1 | |
| 297.0404416 | 1 |
conn_com_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 98860 |
|---|---|
| Distinct (%) | 65.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8609308574 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 23542 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000391768 |
| median | 1.003388196 |
| Q3 | 1.014303239 |
| 95-th percentile | 1.115008651 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0.013911471 |
Descriptive statistics
| Standard deviation | 0.3732730378 |
|---|---|
| Coefficient of variation (CV) | 0.4335691241 |
| Kurtosis | 1.487112069 |
| Mean | 0.8609308574 |
| Median Absolute Deviation (MAD) | 0.004973886486 |
| Skewness | -1.843561 |
| Sum | 129139.6286 |
| Variance | 0.1393327607 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23542 | 15.7% |
| 1.164401954 | 3030 | 2.0% |
| 1.207704776 | 907 | 0.6% |
| 1.049793044 | 888 | 0.6% |
| 1.023762432 | 608 | 0.4% |
| 1.013872843 | 497 | 0.3% |
| 1.153015916 | 463 | 0.3% |
| 1.00908403 | 409 | 0.3% |
| 1.006406835 | 366 | 0.2% |
| 1.003675345 | 318 | 0.2% |
| Other values (98850) | 118972 |
| Value | Count | Frequency (%) |
| 0 | 23542 | |
| 1.000000128 | 1 | < 0.1% |
| 1.00000029 | 1 | < 0.1% |
| 1.000000352 | 1 | < 0.1% |
| 1.000000554 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 907 | |
| 1.205527505 | 1 | < 0.1% |
| 1.205237737 | 1 | < 0.1% |
| 1.204473183 | 1 | < 0.1% |
| 1.204409357 | 1 | < 0.1% |
voice_out_td_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 31342 |
|---|---|
| Distinct (%) | 20.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.843319261 |
| Minimum | 0 |
|---|---|
| Maximum | 33.74209309 |
| Zeros | 11677 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.113109158 |
| median | 5.52409418 |
| Q3 | 8.168615765 |
| 95-th percentile | 12.50266127 |
| Maximum | 33.74209309 |
| Range | 33.74209309 |
| Interquartile range (IQR) | 5.055506607 |
Descriptive statistics
| Standard deviation | 3.743305591 |
|---|---|
| Coefficient of variation (CV) | 0.6406128819 |
| Kurtosis | 0.4620775147 |
| Mean | 5.843319261 |
| Median Absolute Deviation (MAD) | 2.520239212 |
| Skewness | 0.6070150469 |
| Sum | 876497.8891 |
| Variance | 14.01233675 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11677 | 7.8% |
| 1.064320397 | 2081 | 1.4% |
| 1.10808554 | 732 | 0.5% |
| 1.207704776 | 632 | 0.4% |
| 1.23367744 | 489 | 0.3% |
| 1.38913981 | 353 | 0.2% |
| 1.139222859 | 324 | 0.2% |
| 1.251588959 | 309 | 0.2% |
| 1.59627656 | 302 | 0.2% |
| 1.589289213 | 260 | 0.2% |
| Other values (31332) | 132841 |
| Value | Count | Frequency (%) |
| 0 | 11677 | |
| 1.064320397 | 2081 | 1.4% |
| 1.069446038 | 32 | < 0.1% |
| 1.075498494 | 28 | < 0.1% |
| 1.082760975 | 48 | < 0.1% |
| Value | Count | Frequency (%) |
| 33.74209309 | 1 | |
| 31.55155845 | 1 | |
| 30.79295916 | 1 | |
| 30.73204384 | 1 | |
| 28.90375211 | 1 |
voice_in_mts_avg_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 136355 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03422366095 |
| Minimum | -26.2152877 |
|---|---|
| Maximum | 33.33109301 |
| Zeros | 8651 |
| Zeros (%) | 5.8% |
| Negative | 69494 |
| Negative (%) | 46.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -26.2152877 |
|---|---|
| 5-th percentile | -11.45141975 |
| Q1 | -4.293067817 |
| median | 0 |
| Q3 | 4.30205989 |
| 95-th percentile | 11.49124254 |
| Maximum | 33.33109301 |
| Range | 59.54638072 |
| Interquartile range (IQR) | 8.595127707 |
Descriptive statistics
| Standard deviation | 6.840551643 |
|---|---|
| Coefficient of variation (CV) | 199.8778463 |
| Kurtosis | 0.1675752395 |
| Mean | 0.03422366095 |
| Median Absolute Deviation (MAD) | 4.298114105 |
| Skewness | -0.005427616901 |
| Sum | 5133.549143 |
| Variance | 46.79314678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8651 | 5.8% |
| 1.207457957 | 19 | < 0.1% |
| 1.105899739 | 19 | < 0.1% |
| 1.021352973 | 18 | < 0.1% |
| 1.011924485 | 18 | < 0.1% |
| 1.039632891 | 17 | < 0.1% |
| 1.133248024 | 17 | < 0.1% |
| -1.088358468 | 15 | < 0.1% |
| -1.021352973 | 15 | < 0.1% |
| 1.054235958 | 15 | < 0.1% |
| Other values (136345) | 141196 |
| Value | Count | Frequency (%) |
| -26.2152877 | 1 | |
| -24.98909031 | 1 | |
| -24.96721028 | 1 | |
| -24.78690608 | 1 | |
| -24.67341664 | 1 |
| Value | Count | Frequency (%) |
| 33.33109301 | 1 | |
| 28.73736225 | 1 | |
| 27.09123852 | 1 | |
| 26.85028434 | 1 | |
| 26.65906821 | 1 |
voice_out_cmpttrs_avg_dumea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 36092 |
|---|---|
| Distinct (%) | 24.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.52965016 |
| Minimum | 0 |
|---|---|
| Maximum | 66.90919409 |
| Zeros | 42377 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 19.12747284 |
| Q3 | 25.53653586 |
| 95-th percentile | 35.84108027 |
| Maximum | 66.90919409 |
| Range | 66.90919409 |
| Interquartile range (IQR) | 25.53653586 |
Descriptive statistics
| Standard deviation | 12.5134405 |
|---|---|
| Coefficient of variation (CV) | 0.7570299661 |
| Kurtosis | -0.9580480269 |
| Mean | 16.52965016 |
| Median Absolute Deviation (MAD) | 9.457751939 |
| Skewness | 0.02038225264 |
| Sum | 2479447.524 |
| Variance | 156.5861931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 8.687248223 | 7998 | 5.3% |
| 12.79226812 | 4998 | 3.3% |
| 15.65849494 | 3585 | 2.4% |
| 17.89928393 | 2632 | 1.8% |
| 19.75525126 | 1852 | 1.2% |
| 21.34785349 | 1301 | 0.9% |
| 22.74766418 | 1021 | 0.7% |
| 16.83786607 | 936 | 0.6% |
| 14.32730559 | 894 | 0.6% |
| Other values (36082) | 82406 |
| Value | Count | Frequency (%) |
| 0 | 42377 | |
| 8.687248223 | 7998 | 5.3% |
| 8.834524041 | 1 | < 0.1% |
| 8.848204161 | 1 | < 0.1% |
| 8.858829425 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 66.90919409 | 1 | |
| 64.8655472 | 1 | |
| 64.70261158 | 1 | |
| 64.62059507 | 1 | |
| 63.38049784 | 1 |
Ama_rchrgmnt_sum_max_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_out_cmpttrs_td_cntmea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1881 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.201920201 |
| Minimum | 0 |
|---|---|
| Maximum | 35.42652239 |
| Zeros | 25720 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.023762432 |
| median | 1.900753899 |
| Q3 | 4.551495545 |
| 95-th percentile | 10.38913433 |
| Maximum | 35.42652239 |
| Range | 35.42652239 |
| Interquartile range (IQR) | 3.527733113 |
Descriptive statistics
| Standard deviation | 3.417750428 |
|---|---|
| Coefficient of variation (CV) | 1.067406498 |
| Kurtosis | 3.613580883 |
| Mean | 3.201920201 |
| Median Absolute Deviation (MAD) | 1.581560925 |
| Skewness | 1.740398197 |
| Sum | 480288.0302 |
| Variance | 11.68101799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25720 | 17.1% |
| 1.006406835 | 6807 | 4.5% |
| 1.023762432 | 4955 | 3.3% |
| 1.049793044 | 4130 | 2.8% |
| 1.082760975 | 3556 | 2.4% |
| 1.121317553 | 3124 | 2.1% |
| 1.164401954 | 2922 | 1.9% |
| 1.211169962 | 2481 | 1.7% |
| 1.260942818 | 2396 | 1.6% |
| 1.31316983 | 2246 | 1.5% |
| Other values (1871) | 91663 |
| Value | Count | Frequency (%) |
| 0 | 25720 | |
| 1.006406835 | 6807 | 4.5% |
| 1.00757098 | 48 | < 0.1% |
| 1.00908403 | 33 | < 0.1% |
| 1.011100838 | 60 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.42652239 | 1 | |
| 34.08600326 | 1 | |
| 32.51949313 | 1 | |
| 31.28254066 | 1 | |
| 30.47382455 | 1 |
pay_p2p_out_sum_mea_wk1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 58 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01979191082 |
| Minimum | -71.81865295 |
|---|---|
| Maximum | 0 |
| Zeros | 149820 |
| Zeros (%) | 99.9% |
| Negative | 180 |
| Negative (%) | 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -71.81865295 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 71.81865295 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6889248547 |
|---|---|
| Coefficient of variation (CV) | -34.80840535 |
| Kurtosis | 2815.761673 |
| Mean | -0.01979191082 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -47.25238948 |
| Sum | -2968.786623 |
| Variance | 0.4746174554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149820 | |
| -6.749901739 | 27 | < 0.1% |
| -10.26911687 | 21 | < 0.1% |
| -12.79226812 | 14 | < 0.1% |
| -22.29933738 | 10 | < 0.1% |
| -4.210401996 | 9 | < 0.1% |
| -8.687248223 | 8 | < 0.1% |
| -11.61519305 | 8 | < 0.1% |
| -24.76754894 | 6 | < 0.1% |
| -16.45925281 | 6 | < 0.1% |
| Other values (48) | 71 | < 0.1% |
| Value | Count | Frequency (%) |
| -71.81865295 | 1 | |
| -53.48917801 | 1 | |
| -51.88391118 | 1 | |
| -49.94074411 | 1 | |
| -48.7308926 | 1 |
| Value | Count | Frequency (%) |
| 0 | 149820 | |
| -1.480453014 | 1 | < 0.1% |
| -2.206948961 | 1 | < 0.1% |
| -2.921812056 | 1 | < 0.1% |
| -4.210401996 | 9 | < 0.1% |
com_num_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1701 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7909344625 |
| Minimum | 0 |
|---|---|
| Maximum | 2.206948961 |
| Zeros | 46323 |
| Zeros (%) | 30.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.03324115 |
| Q3 | 1.164401954 |
| 95-th percentile | 1.480453014 |
| Maximum | 2.206948961 |
| Range | 2.206948961 |
| Interquartile range (IQR) | 1.164401954 |
Descriptive statistics
| Standard deviation | 0.5440940364 |
|---|---|
| Coefficient of variation (CV) | 0.6879129211 |
| Kurtosis | -1.240371191 |
| Mean | 0.7909344625 |
| Median Absolute Deviation (MAD) | 0.1523327707 |
| Skewness | -0.620658928 |
| Sum | 118640.1694 |
| Variance | 0.2960383205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46323 | |
| 1.164401954 | 7859 | 5.2% |
| 1.082760975 | 6190 | 4.1% |
| 1.480453014 | 6006 | 4.0% |
| 1.049793044 | 4773 | 3.2% |
| 1.03324115 | 3756 | 2.5% |
| 1.260942818 | 3235 | 2.2% |
| 1.023762432 | 3175 | 2.1% |
| 1.113213566 | 2597 | 1.7% |
| 1.017830633 | 2449 | 1.6% |
| Other values (1691) | 63637 |
| Value | Count | Frequency (%) |
| 0 | 46323 | |
| 1.000052132 | 1 | < 0.1% |
| 1.000055279 | 1 | < 0.1% |
| 1.000088167 | 1 | < 0.1% |
| 1.00012768 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.206948961 | 215 | |
| 2.023336405 | 5 | < 0.1% |
| 1.997059825 | 1 | < 0.1% |
| 1.962026024 | 23 | < 0.1% |
| 1.93973744 | 1 | < 0.1% |
gprs_tar_vol_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 68822 |
|---|---|
| Distinct (%) | 45.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.95324463 |
| Minimum | 0 |
|---|---|
| Maximum | 282.9624908 |
| Zeros | 43990 |
| Zeros (%) | 29.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 20.78929795 |
| Q3 | 74.28316149 |
| 95-th percentile | 149.7067384 |
| Maximum | 282.9624908 |
| Range | 282.9624908 |
| Interquartile range (IQR) | 74.28316149 |
Descriptive statistics
| Standard deviation | 51.7239883 |
|---|---|
| Coefficient of variation (CV) | 1.204192809 |
| Kurtosis | 0.4525713061 |
| Mean | 42.95324463 |
| Median Absolute Deviation (MAD) | 20.78929795 |
| Skewness | 1.18397111 |
| Sum | 6442986.694 |
| Variance | 2675.370965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43990 | |
| 5.988934212 | 870 | 0.6% |
| 1.006406835 | 799 | 0.5% |
| 1.023762432 | 614 | 0.4% |
| 1.049793044 | 443 | 0.3% |
| 1.082760975 | 333 | 0.2% |
| 1.164401954 | 228 | 0.2% |
| 1.121317553 | 212 | 0.1% |
| 1.367400612 | 198 | 0.1% |
| 1.260942818 | 190 | 0.1% |
| Other values (68812) | 102123 |
| Value | Count | Frequency (%) |
| 0 | 43990 | |
| 1.000017832 | 8 | < 0.1% |
| 1.000020675 | 2 | < 0.1% |
| 1.000022944 | 1 | < 0.1% |
| 1.000023726 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 282.9624908 | 1 | |
| 282.0685781 | 1 | |
| 275.9117796 | 1 | |
| 273.3413412 | 1 | |
| 272.2965893 | 1 |
conn_in_uniq_cnt_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1408 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.900739357 |
| Minimum | 0 |
|---|---|
| Maximum | 45.48502579 |
| Zeros | 4419 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.023762432 |
| Q1 | 2.569415055 |
| median | 4.503643389 |
| Q3 | 6.676915237 |
| 95-th percentile | 10.507589 |
| Maximum | 45.48502579 |
| Range | 45.48502579 |
| Interquartile range (IQR) | 4.107500181 |
Descriptive statistics
| Standard deviation | 3.088455281 |
|---|---|
| Coefficient of variation (CV) | 0.6302019055 |
| Kurtosis | 1.840538027 |
| Mean | 4.900739357 |
| Median Absolute Deviation (MAD) | 2.054092876 |
| Skewness | 0.9905160194 |
| Sum | 735110.9035 |
| Variance | 9.538556023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4419 | 2.9% |
| 1.006406835 | 1817 | 1.2% |
| 1.023762432 | 1463 | 1.0% |
| 1.049793044 | 1207 | 0.8% |
| 2.921812056 | 1164 | 0.8% |
| 2.206948961 | 1164 | 0.8% |
| 1.480453014 | 1155 | 0.8% |
| 2.569415055 | 1132 | 0.8% |
| 3.036661093 | 1109 | 0.7% |
| 3.262248815 | 1108 | 0.7% |
| Other values (1398) | 134262 |
| Value | Count | Frequency (%) |
| 0 | 4419 | |
| 1.006406835 | 1817 | |
| 1.00757098 | 37 | < 0.1% |
| 1.00908403 | 35 | < 0.1% |
| 1.011100838 | 53 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.48502579 | 1 | |
| 28.68681557 | 1 | |
| 28.42032443 | 1 | |
| 27.77301537 | 1 | |
| 27.00345373 | 1 |
voice_mts_out_nrest_partmea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 9406 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3229990054 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 102428 |
| Zeros (%) | 68.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000377062 |
| 95-th percentile | 1.024992934 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.000377062 |
Descriptive statistics
| Standard deviation | 0.4748271612 |
|---|---|
| Coefficient of variation (CV) | 1.470057657 |
| Kurtosis | -1.331596706 |
| Mean | 0.3229990054 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7999847559 |
| Sum | 48449.85082 |
| Variance | 0.225460833 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102428 | |
| 1.00757098 | 259 | 0.2% |
| 1.002923264 | 245 | 0.2% |
| 1.00908403 | 241 | 0.2% |
| 1.023762432 | 240 | 0.2% |
| 1.013872843 | 239 | 0.2% |
| 1.003675345 | 238 | 0.2% |
| 1.011100838 | 234 | 0.2% |
| 1.004165221 | 231 | 0.2% |
| 1.017830633 | 230 | 0.2% |
| Other values (9396) | 45415 |
| Value | Count | Frequency (%) |
| 0 | 102428 | |
| 1.000000227 | 1 | < 0.1% |
| 1.000000669 | 1 | < 0.1% |
| 1.000000704 | 1 | < 0.1% |
| 1.000000925 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 200 | |
| 1.471579263 | 1 | < 0.1% |
| 1.465088373 | 1 | < 0.1% |
| 1.464375657 | 2 | < 0.1% |
| 1.463593609 | 1 | < 0.1% |
voice_in_fix_tar_dur_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 355 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1817451605 |
| Minimum | 0 |
|---|---|
| Maximum | 85.84510106 |
| Zeros | 148185 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 85.84510106 |
| Range | 85.84510106 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.131214612 |
|---|---|
| Coefficient of variation (CV) | 11.72638989 |
| Kurtosis | 380.8061018 |
| Mean | 0.1817451605 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.23138903 |
| Sum | 27261.77407 |
| Variance | 4.542075722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148185 | |
| 1.480453014 | 67 | < 0.1% |
| 6.30189811 | 55 | < 0.1% |
| 7.174761058 | 55 | < 0.1% |
| 9.354248899 | 53 | < 0.1% |
| 6.749901739 | 53 | < 0.1% |
| 5.324077125 | 50 | < 0.1% |
| 4.786566308 | 50 | < 0.1% |
| 8.687248223 | 48 | < 0.1% |
| 4.210401996 | 43 | < 0.1% |
| Other values (345) | 1341 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 148185 | |
| 1.480453014 | 67 | < 0.1% |
| 2.206948961 | 26 | < 0.1% |
| 2.921812056 | 12 | < 0.1% |
| 3.590290394 | 41 | < 0.1% |
| Value | Count | Frequency (%) |
| 85.84510106 | 1 | |
| 85.38535427 | 1 | |
| 79.4000356 | 1 | |
| 77.75927039 | 1 | |
| 74.79572216 | 1 |
voice_in_short_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 64198 |
|---|---|
| Distinct (%) | 42.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7572440747 |
| Minimum | 0 |
|---|---|
| Maximum | 1.160290336 |
| Zeros | 36795 |
| Zeros (%) | 24.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000032309 |
| median | 1.000339368 |
| Q3 | 1.001119002 |
| 95-th percentile | 1.008751509 |
| Maximum | 1.160290336 |
| Range | 1.160290336 |
| Interquartile range (IQR) | 0.001086693653 |
Descriptive statistics
| Standard deviation | 0.4318172344 |
|---|---|
| Coefficient of variation (CV) | 0.5702484163 |
| Kurtosis | -0.5994705561 |
| Mean | 0.7572440747 |
| Median Absolute Deviation (MAD) | 0.0007485107709 |
| Skewness | -1.18224451 |
| Sum | 113586.6112 |
| Variance | 0.1864661239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36795 | 24.5% |
| 1.008440556 | 1290 | 0.9% |
| 1.01817803 | 1289 | 0.9% |
| 1.064320397 | 1262 | 0.8% |
| 1.003150561 | 1216 | 0.8% |
| 1.00485579 | 1211 | 0.8% |
| 1.002208149 | 1163 | 0.8% |
| 1.001633101 | 1138 | 0.8% |
| 1.00099675 | 1094 | 0.7% |
| 1.001256603 | 1093 | 0.7% |
| Other values (64188) | 102449 |
| Value | Count | Frequency (%) |
| 0 | 36795 | |
| 1.000001735 | 1 | < 0.1% |
| 1.000003249 | 1 | < 0.1% |
| 1.0000036 | 1 | < 0.1% |
| 1.000003956 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.160290336 | 2 | |
| 1.160162091 | 1 | |
| 1.155104817 | 1 | |
| 1.154293478 | 1 | |
| 1.151711357 | 1 |
accum_oth_dur_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 13732 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4650878118 |
| Minimum | 0 |
|---|---|
| Maximum | 1.000600461 |
| Zeros | 80237 |
| Zeros (%) | 53.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.00000015 |
| 95-th percentile | 1.000004385 |
| Maximum | 1.000600461 |
| Range | 1.000600461 |
| Interquartile range (IQR) | 1.00000015 |
Descriptive statistics
| Standard deviation | 0.4987824605 |
|---|---|
| Coefficient of variation (CV) | 1.072447929 |
| Kurtosis | -1.980427401 |
| Mean | 0.4650878118 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.1399964424 |
| Sum | 69763.17178 |
| Variance | 0.2487839429 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 80237 | |
| 1.000000001 | 3355 | 2.2% |
| 1 | 2514 | 1.7% |
| 1.000000004 | 1810 | 1.2% |
| 1.000000008 | 1540 | 1.0% |
| 1.000000003 | 962 | 0.6% |
| 1.000000014 | 729 | 0.5% |
| 1.000000001 | 685 | 0.5% |
| 1.000000022 | 659 | 0.4% |
| 1.000000007 | 569 | 0.4% |
| Other values (13722) | 56940 |
| Value | Count | Frequency (%) |
| 0 | 80237 | |
| 1 | 10 | < 0.1% |
| 1 | 2514 | 1.7% |
| 1 | 316 | 0.2% |
| 1 | 56 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000600461 | 1 | |
| 1.00046339 | 1 | |
| 1.000456514 | 1 | |
| 1.000420055 | 1 | |
| 1.000389981 | 1 |
accum_mts_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2290 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2406629424 |
| Minimum | -1 |
|---|---|
| Maximum | 1.011596663 |
| Zeros | 113330 |
| Zeros (%) | 75.6% |
| Negative | 286 |
| Negative (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000040194 |
| Maximum | 1.011596663 |
| Range | 2.011596664 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4319357375 |
|---|---|
| Coefficient of variation (CV) | 1.794774606 |
| Kurtosis | -0.4801031182 |
| Mean | 0.2406629424 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.142210112 |
| Sum | 36099.44136 |
| Variance | 0.1865684813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 113330 | |
| 1 | 2231 | 1.5% |
| 1.000000004 | 1041 | 0.7% |
| 1 | 900 | 0.6% |
| 1.000000014 | 820 | 0.5% |
| 1.000000032 | 669 | 0.4% |
| 1.000000058 | 589 | 0.4% |
| 1.00000009 | 567 | 0.4% |
| 1.00000013 | 543 | 0.4% |
| 1.00000023 | 463 | 0.3% |
| Other values (2280) | 28847 | 19.2% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 4 | < 0.1% |
| -1 | 7 | |
| -1 | 16 | |
| -1 | 14 |
| Value | Count | Frequency (%) |
| 1.011596663 | 1 | |
| 1.00397766 | 1 | |
| 1.003394936 | 1 | |
| 1.003394496 | 1 | |
| 1.002973092 | 1 |
data_3g_tar_vol_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 47494 |
|---|---|
| Distinct (%) | 31.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.64921209 |
| Minimum | 0 |
|---|---|
| Maximum | 335.5342943 |
| Zeros | 99139 |
| Zeros (%) | 66.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 65.33900069 |
| 95-th percentile | 190.3944622 |
| Maximum | 335.5342943 |
| Range | 335.5342943 |
| Interquartile range (IQR) | 65.33900069 |
Descriptive statistics
| Standard deviation | 67.52435573 |
|---|---|
| Coefficient of variation (CV) | 1.703044075 |
| Kurtosis | 0.8942257426 |
| Mean | 39.64921209 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.498955417 |
| Sum | 5947381.813 |
| Variance | 4559.538617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 99139 | |
| 22.29933738 | 302 | 0.2% |
| 1.480453014 | 151 | 0.1% |
| 2.206948961 | 103 | 0.1% |
| 29.12504295 | 90 | 0.1% |
| 2.921812056 | 87 | 0.1% |
| 3.590290394 | 81 | 0.1% |
| 33.57110757 | 51 | < 0.1% |
| 4.210401996 | 51 | < 0.1% |
| 4.786566308 | 50 | < 0.1% |
| Other values (47484) | 49895 |
| Value | Count | Frequency (%) |
| 0 | 99139 | |
| 1.000727736 | 1 | < 0.1% |
| 1.001468335 | 3 | < 0.1% |
| 1.001769987 | 1 | < 0.1% |
| 1.002453611 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 335.5342943 | 1 | |
| 326.8232527 | 1 | |
| 322.9540428 | 1 | |
| 313.4008995 | 1 | |
| 309.9574483 | 1 |
voice_out_cmpttrs_td_cntmax_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 251 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.814368085 |
| Minimum | 0 |
|---|---|
| Maximum | 42.79090194 |
| Zeros | 25720 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.480453014 |
| median | 4.786566308 |
| Q3 | 8.687248223 |
| 95-th percentile | 15.82363655 |
| Maximum | 42.79090194 |
| Range | 42.79090194 |
| Interquartile range (IQR) | 7.206795209 |
Descriptive statistics
| Standard deviation | 5.141722475 |
|---|---|
| Coefficient of variation (CV) | 0.8843132047 |
| Kurtosis | 0.883120291 |
| Mean | 5.814368085 |
| Median Absolute Deviation (MAD) | 3.306113294 |
| Skewness | 1.029721004 |
| Sum | 872155.2128 |
| Variance | 26.43731001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25720 | |
| 1.480453014 | 13323 | 8.9% |
| 2.206948961 | 10870 | 7.2% |
| 2.921812056 | 9114 | 6.1% |
| 3.590290394 | 7773 | 5.2% |
| 4.210401996 | 6867 | 4.6% |
| 4.786566308 | 5979 | 4.0% |
| 5.324077125 | 5253 | 3.5% |
| 5.827795843 | 4679 | 3.1% |
| 6.30189811 | 4212 | 2.8% |
| Other values (241) | 56210 |
| Value | Count | Frequency (%) |
| 0 | 25720 | |
| 1.480453014 | 13323 | |
| 2.206948961 | 10870 | |
| 2.921812056 | 9114 | 6.1% |
| 3.590290394 | 7773 | 5.2% |
| Value | Count | Frequency (%) |
| 42.79090194 | 1 | |
| 41.92070901 | 1 | |
| 39.8678771 | 1 | |
| 38.35003304 | 1 | |
| 36.4411062 | 1 |
voice_in_mts_avg_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 117560 |
|---|---|
| Distinct (%) | 78.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.08932016 |
| Minimum | 0 |
|---|---|
| Maximum | 65.50807578 |
| Zeros | 14018 |
| Zeros (%) | 9.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17.15365214 |
| median | 24.093445 |
| Q3 | 30.94540339 |
| 95-th percentile | 39.95468476 |
| Maximum | 65.50807578 |
| Range | 65.50807578 |
| Interquartile range (IQR) | 13.79175125 |
Descriptive statistics
| Standard deviation | 11.28533771 |
|---|---|
| Coefficient of variation (CV) | 0.4887687309 |
| Kurtosis | -0.2242486554 |
| Mean | 23.08932016 |
| Median Absolute Deviation (MAD) | 6.891196443 |
| Skewness | -0.4332880362 |
| Sum | 3463398.023 |
| Variance | 127.3588472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14018 | 9.3% |
| 4.059700132 | 90 | 0.1% |
| 4.503643389 | 87 | 0.1% |
| 4.786566308 | 77 | 0.1% |
| 3.427814651 | 75 | 0.1% |
| 2.921812056 | 72 | < 0.1% |
| 3.093574543 | 72 | < 0.1% |
| 6.30189811 | 71 | < 0.1% |
| 3.749720354 | 71 | < 0.1% |
| 2.747038501 | 70 | < 0.1% |
| Other values (117550) | 135297 |
| Value | Count | Frequency (%) |
| 0 | 14018 | |
| 1.049793044 | 22 | < 0.1% |
| 1.164401954 | 28 | < 0.1% |
| 1.31316983 | 32 | < 0.1% |
| 1.367400612 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65.50807578 | 1 | |
| 57.8492223 | 1 | |
| 56.86320725 | 1 | |
| 55.16510405 | 1 | |
| 54.24159173 | 1 |
abon_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3134 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1306544471 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 131290 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.049793044 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.346189158 |
|---|---|
| Coefficient of variation (CV) | 2.64965461 |
| Kurtosis | 3.177181073 |
| Mean | 0.1306544471 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.273994625 |
| Sum | 19598.16706 |
| Variance | 0.1198469331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 131290 | |
| 1.049793044 | 10391 | 6.9% |
| 1.047474769 | 773 | 0.5% |
| 1.044089401 | 277 | 0.2% |
| 1.045614434 | 237 | 0.2% |
| 1.049282408 | 229 | 0.2% |
| 1.044434094 | 133 | 0.1% |
| 1.043983159 | 125 | 0.1% |
| 1.039314352 | 112 | 0.1% |
| 1.045315094 | 112 | 0.1% |
| Other values (3124) | 6321 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 131290 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| 1.000000004 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 3 | |
| 1.47591387 | 2 | |
| 1.427372864 | 1 | < 0.1% |
| 1.363963646 | 1 | < 0.1% |
| 1.321333457 | 1 | < 0.1% |
vas_clc_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 7996 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.895131463 |
| Minimum | 0 |
|---|---|
| Maximum | 52.44107876 |
| Zeros | 96579 |
| Zeros (%) | 64.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.604559563 |
| 95-th percentile | 13.12638608 |
| Maximum | 52.44107876 |
| Range | 52.44107876 |
| Interquartile range (IQR) | 1.604559563 |
Descriptive statistics
| Standard deviation | 4.232347754 |
|---|---|
| Coefficient of variation (CV) | 2.233273964 |
| Kurtosis | 17.271536 |
| Mean | 1.895131463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.52375065 |
| Sum | 284269.7194 |
| Variance | 17.91276751 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 96579 | |
| 2.743301695 | 7949 | 5.3% |
| 1.213999962 | 5613 | 3.7% |
| 1.213796097 | 3646 | 2.4% |
| 4.497536115 | 2233 | 1.5% |
| 16.30699057 | 1274 | 0.8% |
| 5.94129843 | 958 | 0.6% |
| 1.268649845 | 958 | 0.6% |
| 1.109461269 | 779 | 0.5% |
| 1.604559563 | 766 | 0.5% |
| Other values (7986) | 29245 | 19.5% |
| Value | Count | Frequency (%) |
| 0 | 96579 | |
| 1.000000122 | 1 | < 0.1% |
| 1.000015151 | 4 | < 0.1% |
| 1.000023893 | 54 | < 0.1% |
| 1.000049354 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.44107876 | 1 | < 0.1% |
| 52.35667006 | 4 | |
| 52.00580564 | 1 | < 0.1% |
| 51.32493827 | 1 | < 0.1% |
| 50.76358766 | 1 | < 0.1% |
data_3g_tv_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 298 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.422294549 |
| Minimum | 0 |
|---|---|
| Maximum | 89.14996408 |
| Zeros | 119881 |
| Zeros (%) | 79.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10.26911687 |
| Maximum | 89.14996408 |
| Range | 89.14996408 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.826766238 |
|---|---|
| Coefficient of variation (CV) | 2.690558184 |
| Kurtosis | 20.72513679 |
| Mean | 1.422294549 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.77929319 |
| Sum | 213344.1823 |
| Variance | 14.64413984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 119881 | |
| 2.206948961 | 3964 | 2.6% |
| 1.480453014 | 3611 | 2.4% |
| 3.590290394 | 2340 | 1.6% |
| 2.921812056 | 2116 | 1.4% |
| 4.786566308 | 1633 | 1.1% |
| 4.210401996 | 1263 | 0.8% |
| 5.827795843 | 1051 | 0.7% |
| 5.324077125 | 788 | 0.5% |
| 6.749901739 | 787 | 0.5% |
| Other values (288) | 12566 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 119881 | |
| 1.480453014 | 3611 | 2.4% |
| 2.206948961 | 3964 | 2.6% |
| 2.921812056 | 2116 | 1.4% |
| 3.590290394 | 2340 | 1.6% |
| Value | Count | Frequency (%) |
| 89.14996408 | 1 | |
| 84.27159281 | 1 | |
| 81.79216222 | 1 | |
| 75.19399618 | 1 | |
| 55.03008799 | 1 |
pay_avg_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 12039 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.940148037 |
| Minimum | -18.26811312 |
|---|---|
| Maximum | 45.08602217 |
| Zeros | 25968 |
| Zeros (%) | 17.3% |
| Negative | 14 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -18.26811312 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.185946287 |
| median | 11.40398164 |
| Q3 | 13.84160798 |
| 95-th percentile | 18.55320686 |
| Maximum | 45.08602217 |
| Range | 63.3541353 |
| Interquartile range (IQR) | 7.655661695 |
Descriptive statistics
| Standard deviation | 5.985164162 |
|---|---|
| Coefficient of variation (CV) | 0.6021202239 |
| Kurtosis | -0.5604447736 |
| Mean | 9.940148037 |
| Median Absolute Deviation (MAD) | 3.386635853 |
| Skewness | -0.3222589346 |
| Sum | 1491022.206 |
| Variance | 35.82219004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25968 | 17.3% |
| 11.61519305 | 5228 | 3.5% |
| 9.246543868 | 3482 | 2.3% |
| 12.79226812 | 2951 | 2.0% |
| 13.50412131 | 2569 | 1.7% |
| 10.507589 | 2318 | 1.5% |
| 5.988934212 | 2136 | 1.4% |
| 14.32730559 | 2106 | 1.4% |
| 13.33095137 | 2082 | 1.4% |
| 10.26911687 | 2056 | 1.4% |
| Other values (12029) | 99104 |
| Value | Count | Frequency (%) |
| -18.26811312 | 1 | |
| -15.34328618 | 1 | |
| -15.30416807 | 1 | |
| -14.19051921 | 1 | |
| -12.66216151 | 1 |
| Value | Count | Frequency (%) |
| 45.08602217 | 1 | |
| 43.35268057 | 1 | |
| 39.88620229 | 1 | |
| 38.29346148 | 1 | |
| 36.97169692 | 1 |
abon_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 9079 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2288949217 |
| Minimum | 0 |
|---|---|
| Maximum | 1.406330152 |
| Zeros | 116279 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.023762432 |
| Maximum | 1.406330152 |
| Range | 1.406330152 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4251455961 |
|---|---|
| Coefficient of variation (CV) | 1.857383261 |
| Kurtosis | -0.2541787537 |
| Mean | 0.2288949217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.320164213 |
| Sum | 34334.23826 |
| Variance | 0.1807487779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116279 | |
| 1.006406835 | 12630 | 8.4% |
| 1.023762432 | 2550 | 1.7% |
| 1.049793044 | 1677 | 1.1% |
| 1.023188142 | 341 | 0.2% |
| 1.006087783 | 312 | 0.2% |
| 1.005624744 | 191 | 0.1% |
| 1.049015504 | 165 | 0.1% |
| 1.005832905 | 156 | 0.1% |
| 1.047861711 | 138 | 0.1% |
| Other values (9069) | 15561 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 116279 | |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.406330152 | 1 | |
| 1.391374666 | 1 | |
| 1.382791512 | 1 | |
| 1.341605113 | 1 | |
| 1.311918785 | 1 |
ks_num_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1394 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9689265022 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 21859 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.013872843 |
| median | 1.063158942 |
| Q3 | 1.164401954 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1505291104 |
Descriptive statistics
| Standard deviation | 0.42052635 |
|---|---|
| Coefficient of variation (CV) | 0.4340126408 |
| Kurtosis | 1.327329347 |
| Mean | 0.9689265022 |
| Median Absolute Deviation (MAD) | 0.05815861141 |
| Skewness | -1.57470776 |
| Sum | 145338.9753 |
| Variance | 0.176842411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21859 | 14.6% |
| 1.164401954 | 12814 | 8.5% |
| 1.480453014 | 12416 | 8.3% |
| 1.082760975 | 9328 | 6.2% |
| 1.049793044 | 6938 | 4.6% |
| 1.03324115 | 5117 | 3.4% |
| 1.023762432 | 4086 | 2.7% |
| 1.260942818 | 3982 | 2.7% |
| 1.113213566 | 3770 | 2.5% |
| 1.017830633 | 3097 | 2.1% |
| Other values (1384) | 66593 |
| Value | Count | Frequency (%) |
| 0 | 21859 | |
| 1.000089847 | 1 | < 0.1% |
| 1.000146927 | 1 | < 0.1% |
| 1.000154319 | 1 | < 0.1% |
| 1.000162283 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 12416 | |
| 1.480453014 | 2 | < 0.1% |
| 1.447627406 | 2 | < 0.1% |
| 1.442193484 | 5 | < 0.1% |
| 1.439959219 | 2 | < 0.1% |
num_act_days_mea_mnt3
Real number (ℝ)
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8290213 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 360 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.628925011 |
| Q1 | 4.786566308 |
| median | 5.280637862 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 0.5375108171 |
Descriptive statistics
| Standard deviation | 0.9171885242 |
|---|---|
| Coefficient of variation (CV) | 0.1899325903 |
| Kurtosis | 5.558407024 |
| Mean | 4.8290213 |
| Median Absolute Deviation (MAD) | 0.04343926376 |
| Skewness | -2.379935529 |
| Sum | 724353.195 |
| Variance | 0.841234789 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.324077125 | 70507 | |
| 5.280637862 | 11249 | 7.5% |
| 5.236961704 | 6620 | 4.4% |
| 5.193045981 | 4609 | 3.1% |
| 5.148887986 | 3785 | 2.5% |
| 5.104484978 | 3045 | 2.0% |
| 5.059834182 | 2595 | 1.7% |
| 5.014932791 | 2326 | 1.6% |
| 4.969777961 | 2183 | 1.5% |
| 4.92436682 | 1906 | 1.3% |
| Other values (75) | 41175 |
| Value | Count | Frequency (%) |
| 0 | 360 | |
| 1.006406835 | 183 | |
| 1.023762432 | 184 | |
| 1.049793044 | 156 | |
| 1.082760975 | 173 |
| Value | Count | Frequency (%) |
| 5.324077125 | 70507 | |
| 5.280637862 | 11249 | 7.5% |
| 5.236961704 | 6620 | 4.4% |
| 5.193045981 | 4609 | 3.1% |
| 5.148887986 | 3785 | 2.5% |
voice_in_mts_avg_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 70504 |
|---|---|
| Distinct (%) | 47.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.31869956 |
| Minimum | 0 |
|---|---|
| Maximum | 74.92938769 |
| Zeros | 8647 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 25.9061732 |
| median | 33.70691144 |
| Q3 | 40.80713138 |
| 95-th percentile | 49.81218263 |
| Maximum | 74.92938769 |
| Range | 74.92938769 |
| Interquartile range (IQR) | 14.90095818 |
Descriptive statistics
| Standard deviation | 12.37438872 |
|---|---|
| Coefficient of variation (CV) | 0.382886344 |
| Kurtosis | 0.6993844446 |
| Mean | 32.31869956 |
| Median Absolute Deviation (MAD) | 7.431183405 |
| Skewness | -0.8040353518 |
| Sum | 4847804.934 |
| Variance | 153.1254961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8647 | 5.8% |
| 17.89928393 | 126 | 0.1% |
| 19.04971182 | 98 | 0.1% |
| 21.34785349 | 96 | 0.1% |
| 19.75525126 | 93 | 0.1% |
| 18.16556536 | 87 | 0.1% |
| 9.354248899 | 85 | 0.1% |
| 18.03323823 | 84 | 0.1% |
| 21.64152748 | 83 | 0.1% |
| 18.67944002 | 83 | 0.1% |
| Other values (70494) | 140518 |
| Value | Count | Frequency (%) |
| 0 | 8647 | |
| 1.480453014 | 14 | < 0.1% |
| 2.206948961 | 22 | < 0.1% |
| 2.921812056 | 30 | < 0.1% |
| 3.427814651 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 74.92938769 | 1 | |
| 73.36116512 | 1 | |
| 70.66247426 | 1 | |
| 70.44740074 | 1 | |
| 68.48447837 | 1 |
conn_com_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 9870 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9680288623 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 22749 |
| Zeros (%) | 15.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.003267084 |
| median | 1.040268728 |
| Q3 | 1.182708386 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1794413015 |
Descriptive statistics
| Standard deviation | 0.4350815138 |
|---|---|
| Coefficient of variation (CV) | 0.4494509727 |
| Kurtosis | 0.9621619509 |
| Mean | 0.9680288623 |
| Median Absolute Deviation (MAD) | 0.06645385828 |
| Skewness | -1.434538331 |
| Sum | 145204.3293 |
| Variance | 0.1892959237 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22749 | 15.2% |
| 1.480453014 | 12821 | 8.5% |
| 1.164401954 | 3087 | 2.1% |
| 1.082760975 | 2107 | 1.4% |
| 1.049793044 | 1708 | 1.1% |
| 1.260942818 | 1606 | 1.1% |
| 1.03324115 | 1481 | 1.0% |
| 1.023762432 | 1248 | 0.8% |
| 1.017830633 | 1114 | 0.7% |
| 1.113213566 | 987 | 0.7% |
| Other values (9860) | 101092 |
| Value | Count | Frequency (%) |
| 0 | 22749 | |
| 1.000003288 | 1 | < 0.1% |
| 1.000005682 | 1 | < 0.1% |
| 1.000007364 | 1 | < 0.1% |
| 1.000008187 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 12821 | |
| 1.478692018 | 1 | < 0.1% |
| 1.478253322 | 1 | < 0.1% |
| 1.477554164 | 1 | < 0.1% |
| 1.477373881 | 1 | < 0.1% |
voice_in_life_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 69882 |
|---|---|
| Distinct (%) | 46.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6663137801 |
| Minimum | 0 |
|---|---|
| Maximum | 1.176549816 |
| Zeros | 51609 |
| Zeros (%) | 34.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000671056 |
| Q3 | 1.008220461 |
| 95-th percentile | 1.064320397 |
| Maximum | 1.176549816 |
| Range | 1.176549816 |
| Interquartile range (IQR) | 1.008220461 |
Descriptive statistics
| Standard deviation | 0.4830608195 |
|---|---|
| Coefficient of variation (CV) | 0.72497498 |
| Kurtosis | -1.567563858 |
| Mean | 0.6663137801 |
| Median Absolute Deviation (MAD) | 0.01754803925 |
| Skewness | -0.6498921917 |
| Sum | 99947.06702 |
| Variance | 0.2333477553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51609 | |
| 1.064320397 | 1453 | 1.0% |
| 1.01817803 | 874 | 0.6% |
| 1.008440556 | 717 | 0.5% |
| 1.00485579 | 649 | 0.4% |
| 1.003150561 | 586 | 0.4% |
| 1.002208149 | 556 | 0.4% |
| 1.001633101 | 552 | 0.4% |
| 1.001256603 | 504 | 0.3% |
| 1.00099675 | 473 | 0.3% |
| Other values (69872) | 92027 |
| Value | Count | Frequency (%) |
| 0 | 51609 | |
| 1.000000468 | 1 | < 0.1% |
| 1.000000931 | 1 | < 0.1% |
| 1.000001398 | 1 | < 0.1% |
| 1.000001852 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.176549816 | 15 | |
| 1.174010409 | 1 | < 0.1% |
| 1.17253086 | 30 | |
| 1.170177913 | 1 | < 0.1% |
| 1.16972228 | 1 | < 0.1% |
goodok_clc_mea_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
block_all_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 7497 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.00175517 |
| Minimum | 0 |
|---|---|
| Maximum | 178.2267327 |
| Zeros | 128436 |
| Zeros (%) | 85.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 178.2267327 |
| Maximum | 178.2267327 |
| Range | 178.2267327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55.4359035 |
|---|---|
| Coefficient of variation (CV) | 2.51961278 |
| Kurtosis | 3.27491868 |
| Mean | 22.00175517 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.243983537 |
| Sum | 3300263.275 |
| Variance | 3073.139397 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 128436 | |
| 178.2267327 | 13997 | 9.3% |
| 178.2267253 | 46 | < 0.1% |
| 178.226729 | 5 | < 0.1% |
| 178.226718 | 3 | < 0.1% |
| 2.3892276 | 3 | < 0.1% |
| 101.1582752 | 2 | < 0.1% |
| 108.8297216 | 2 | < 0.1% |
| 100.5408639 | 2 | < 0.1% |
| 114.9088397 | 2 | < 0.1% |
| Other values (7487) | 7502 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 128436 | |
| 1.962026024 | 1 | < 0.1% |
| 2.023336405 | 1 | < 0.1% |
| 2.084626173 | 1 | < 0.1% |
| 2.206948961 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.2267327 | 13997 | |
| 178.226729 | 5 | < 0.1% |
| 178.2267253 | 46 | < 0.1% |
| 178.2267217 | 1 | < 0.1% |
| 178.226718 | 3 | < 0.1% |
voice_in_short_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 24776 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.539539939 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 69415 |
| Zeros (%) | 46.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000079265 |
| Q3 | 1.000674726 |
| 95-th percentile | 1.006406835 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.000674726 |
Descriptive statistics
| Standard deviation | 0.5009230489 |
|---|---|
| Coefficient of variation (CV) | 0.9284262622 |
| Kurtosis | -1.974874566 |
| Mean | 0.539539939 |
| Median Absolute Deviation (MAD) | 0.009004764964 |
| Skewness | -0.1471376839 |
| Sum | 80930.99085 |
| Variance | 0.2509239009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69415 | |
| 1.00238048 | 1218 | 0.8% |
| 1.001424332 | 1119 | 0.7% |
| 1.001666435 | 1110 | 0.7% |
| 1.002923264 | 1109 | 0.7% |
| 1.001075172 | 1107 | 0.7% |
| 1.001975959 | 1102 | 0.7% |
| 1.006406835 | 1090 | 0.7% |
| 1.001231401 | 1080 | 0.7% |
| 1.003675345 | 1069 | 0.7% |
| Other values (24766) | 70581 |
| Value | Count | Frequency (%) |
| 0 | 69415 | |
| 1.00000008 | 1 | < 0.1% |
| 1.000000091 | 1 | < 0.1% |
| 1.000000136 | 1 | < 0.1% |
| 1.000000279 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 16 | < 0.1% |
| 1.18602901 | 1 | < 0.1% |
| 1.165320578 | 1 | < 0.1% |
| 1.164401954 | 645 | |
| 1.163267781 | 1 | < 0.1% |
accum_mts_dur_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 13428 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3157483383 |
| Minimum | 0 |
|---|---|
| Maximum | 1.002739194 |
| Zeros | 102638 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1.000005492 |
| Maximum | 1.002739194 |
| Range | 1.002739194 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4648165632 |
|---|---|
| Coefficient of variation (CV) | 1.472110877 |
| Kurtosis | -1.371462695 |
| Mean | 0.3157483383 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7928149767 |
| Sum | 47362.25075 |
| Variance | 0.2160544374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102638 | |
| 1 | 8901 | 5.9% |
| 1 | 1719 | 1.1% |
| 1 | 943 | 0.6% |
| 1.000000001 | 896 | 0.6% |
| 1 | 709 | 0.5% |
| 1 | 652 | 0.4% |
| 1.000000004 | 526 | 0.4% |
| 1.000000008 | 466 | 0.3% |
| 1.000000014 | 285 | 0.2% |
| Other values (13418) | 32265 | 21.5% |
| Value | Count | Frequency (%) |
| 0 | 102638 | |
| 1 | 36 | < 0.1% |
| 1 | 8901 | 5.9% |
| 1 | 943 | 0.6% |
| 1 | 265 | 0.2% |
| Value | Count | Frequency (%) |
| 1.002739194 | 1 | |
| 1.000901191 | 1 | |
| 1.000873723 | 1 | |
| 1.000873685 | 1 | |
| 1.000699305 | 1 |
num_act_days_mea_mnt1
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.916892949 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 919 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.747038501 |
| Q1 | 5.059834182 |
| median | 5.324077125 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 0.2642429431 |
Descriptive statistics
| Standard deviation | 0.9052954915 |
|---|---|
| Coefficient of variation (CV) | 0.1841194228 |
| Kurtosis | 9.134264574 |
| Mean | 4.916892949 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.95972164 |
| Sum | 737533.9424 |
| Variance | 0.819559927 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.324077125 | 95268 | |
| 5.193045981 | 12086 | 8.1% |
| 5.059834182 | 6806 | 4.5% |
| 4.92436682 | 4784 | 3.2% |
| 4.786566308 | 3731 | 2.5% |
| 4.646352578 | 2985 | 2.0% |
| 4.503643389 | 2542 | 1.7% |
| 4.358354821 | 2128 | 1.4% |
| 4.210401996 | 1950 | 1.3% |
| 4.059700132 | 1705 | 1.1% |
| Other values (19) | 16015 | 10.7% |
| Value | Count | Frequency (%) |
| 0 | 919 | |
| 1.049793044 | 496 | |
| 1.164401954 | 441 | |
| 1.31316983 | 458 | |
| 1.480453014 | 533 |
| Value | Count | Frequency (%) |
| 5.324077125 | 95268 | |
| 5.193045981 | 12086 | 8.1% |
| 5.059834182 | 6806 | 4.5% |
| 4.92436682 | 4784 | 3.2% |
| 4.786566308 | 3731 | 2.5% |
sms_clc_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 898 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.261384366 |
| Minimum | 0 |
|---|---|
| Maximum | 53.10482262 |
| Zeros | 122045 |
| Zeros (%) | 81.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.213999962 |
| Maximum | 53.10482262 |
| Range | 53.10482262 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6988789211 |
|---|---|
| Coefficient of variation (CV) | 2.673759459 |
| Kurtosis | 327.0951176 |
| Mean | 0.261384366 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.427353342 |
| Sum | 39207.6549 |
| Variance | 0.4884317463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122045 | |
| 1.066468818 | 8540 | 5.7% |
| 1.066399103 | 5355 | 3.6% |
| 1.213999962 | 2490 | 1.7% |
| 1.213796097 | 1779 | 1.2% |
| 1.213912585 | 1192 | 0.8% |
| 1.400049208 | 1057 | 0.7% |
| 1.399696414 | 746 | 0.5% |
| 1.604773951 | 584 | 0.4% |
| 1.604273725 | 431 | 0.3% |
| Other values (888) | 5781 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 122045 | |
| 1.000375812 | 1 | < 0.1% |
| 1.001307774 | 1 | < 0.1% |
| 1.001472949 | 1 | < 0.1% |
| 1.001478494 | 261 | 0.2% |
| Value | Count | Frequency (%) |
| 53.10482262 | 1 | |
| 25.87110853 | 1 | |
| 24.40919008 | 1 | |
| 23.67273936 | 1 | |
| 22.01817633 | 1 |
goodok_clc_max_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
accum_mts_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1515 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1183897091 |
| Minimum | -1 |
|---|---|
| Maximum | 1.002892347 |
| Zeros | 123996 |
| Zeros (%) | 82.7% |
| Negative | 4123 |
| Negative (%) | 2.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000005746 |
| Maximum | 1.002892347 |
| Range | 2.002892348 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3991879568 |
|---|---|
| Coefficient of variation (CV) | 3.37181297 |
| Kurtosis | 2.170750497 |
| Mean | 0.1183897091 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9454565712 |
| Sum | 17758.45637 |
| Variance | 0.1593510249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 123996 | |
| -1 | 2739 | 1.8% |
| 1.000000004 | 1030 | 0.7% |
| 1 | 847 | 0.6% |
| 1.000000014 | 827 | 0.6% |
| -1 | 654 | 0.4% |
| 1.000000032 | 620 | 0.4% |
| 1.00000009 | 520 | 0.3% |
| 1.000000058 | 517 | 0.3% |
| 1.00000013 | 486 | 0.3% |
| Other values (1505) | 17764 | 11.8% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1 | 2 | < 0.1% |
| -1 | 2 | < 0.1% |
| -1 | 62 |
| Value | Count | Frequency (%) |
| 1.002892347 | 1 | |
| 1.00234529 | 1 | |
| 1.001663798 | 1 | |
| 1.001481455 | 1 | |
| 1.001415512 | 1 |
abon_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2950 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1795736566 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 131290 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4768669651 |
|---|---|
| Coefficient of variation (CV) | 2.655550786 |
| Kurtosis | 3.273231988 |
| Mean | 0.1795736566 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.290464086 |
| Sum | 26936.0485 |
| Variance | 0.2274021024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 131290 | |
| 1.480453014 | 10643 | 7.1% |
| 1.462337126 | 775 | 0.5% |
| 1.435460395 | 277 | 0.2% |
| 1.44763168 | 246 | 0.2% |
| 1.47648215 | 240 | 0.2% |
| 1.438220764 | 133 | 0.1% |
| 1.434608471 | 125 | 0.1% |
| 1.396629553 | 113 | 0.1% |
| 1.445251046 | 112 | 0.1% |
| Other values (2940) | 6046 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 131290 | |
| 1.000000012 | 1 | < 0.1% |
| 1.000000025 | 1 | < 0.1% |
| 1.000000041 | 1 | < 0.1% |
| 1.000000068 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 10643 | |
| 1.480452674 | 75 | 0.1% |
| 1.48045267 | 1 | < 0.1% |
| 1.480452589 | 4 | < 0.1% |
| 1.480452572 | 1 | < 0.1% |
content_cnt_max_mnt3
Real number (ℝ)
| Distinct | 308 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.02965489 |
| Minimum | 0 |
|---|---|
| Maximum | 64.12058926 |
| Zeros | 1374 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.964623589 |
| Q1 | 11.36116158 |
| median | 13.01132535 |
| Q3 | 14.79061749 |
| 95-th percentile | 17.89928393 |
| Maximum | 64.12058926 |
| Range | 64.12058926 |
| Interquartile range (IQR) | 3.429455919 |
Descriptive statistics
| Standard deviation | 3.292886132 |
|---|---|
| Coefficient of variation (CV) | 0.2527224365 |
| Kurtosis | 5.567244527 |
| Mean | 13.02965489 |
| Median Absolute Deviation (MAD) | 1.779292147 |
| Skewness | 0.03239114651 |
| Sum | 1954448.234 |
| Variance | 10.84309908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.33868121 | 5352 | 3.6% |
| 13.01132535 | 5151 | 3.4% |
| 12.79226812 | 5135 | 3.4% |
| 12.56814363 | 5126 | 3.4% |
| 12.1035869 | 5104 | 3.4% |
| 11.86254065 | 4841 | 3.2% |
| 13.22556513 | 4808 | 3.2% |
| 13.43521855 | 4789 | 3.2% |
| 13.64049984 | 4739 | 3.2% |
| 11.61519305 | 4678 | 3.1% |
| Other values (298) | 100277 |
| Value | Count | Frequency (%) |
| 0 | 1374 | |
| 1.480453014 | 219 | 0.1% |
| 2.206948961 | 101 | 0.1% |
| 2.921812056 | 154 | 0.1% |
| 3.590290394 | 155 | 0.1% |
| Value | Count | Frequency (%) |
| 64.12058926 | 1 | |
| 57.01577399 | 1 | |
| 56.30327635 | 1 | |
| 55.78725876 | 1 | |
| 51.67768716 | 1 |
pay_avg_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2901 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.14865436 |
| Minimum | 0 |
|---|---|
| Maximum | 72.49599656 |
| Zeros | 51685 |
| Zeros (%) | 34.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 22.29933738 |
| Q3 | 26.17309696 |
| 95-th percentile | 31.96388736 |
| Maximum | 72.49599656 |
| Range | 72.49599656 |
| Interquartile range (IQR) | 26.17309696 |
Descriptive statistics
| Standard deviation | 12.66576317 |
|---|---|
| Coefficient of variation (CV) | 0.7843231321 |
| Kurtosis | -1.376573297 |
| Mean | 16.14865436 |
| Median Absolute Deviation (MAD) | 6.825705563 |
| Skewness | -0.2402257037 |
| Sum | 2422298.154 |
| Variance | 160.4215566 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51685 | |
| 22.29933738 | 9971 | 6.6% |
| 26.17309696 | 9295 | 6.2% |
| 23.99960696 | 8110 | 5.4% |
| 24.76754894 | 6171 | 4.1% |
| 29.12504295 | 5837 | 3.9% |
| 24.38962268 | 5170 | 3.4% |
| 31.96388736 | 4239 | 2.8% |
| 25.49022445 | 4049 | 2.7% |
| 28.02437138 | 3077 | 2.1% |
| Other values (2891) | 42396 |
| Value | Count | Frequency (%) |
| 0 | 51685 | |
| 1.00908403 | 1 | < 0.1% |
| 1.027395029 | 1 | < 0.1% |
| 1.03324115 | 1 | < 0.1% |
| 1.046272906 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.49599656 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 1 | |
| 67.12657433 | 1 | |
| 65.37213434 | 1 |
voice_in_cmpttrs_avg_durtd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 108637 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2009237213 |
| Minimum | -25.2765804 |
|---|---|
| Maximum | 26.28534803 |
| Zeros | 19225 |
| Zeros (%) | 12.8% |
| Negative | 61597 |
| Negative (%) | 41.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -25.2765804 |
|---|---|
| 5-th percentile | -11.37324013 |
| Q1 | -3.351657914 |
| median | 0 |
| Q3 | 3.905661045 |
| 95-th percentile | 11.35992647 |
| Maximum | 26.28534803 |
| Range | 51.56192843 |
| Interquartile range (IQR) | 7.257318959 |
Descriptive statistics
| Standard deviation | 6.561234123 |
|---|---|
| Coefficient of variation (CV) | 32.65534841 |
| Kurtosis | 0.5183764498 |
| Mean | 0.2009237213 |
| Median Absolute Deviation (MAD) | 3.645230849 |
| Skewness | -0.06239772738 |
| Sum | 30138.55819 |
| Variance | 43.04979321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19225 | 12.8% |
| 1.09779114 | 50 | < 0.1% |
| 1.021352973 | 43 | < 0.1% |
| 1.0748555 | 41 | < 0.1% |
| 1.276773946 | 41 | < 0.1% |
| 1.039632891 | 39 | < 0.1% |
| 1.133248024 | 39 | < 0.1% |
| 1.047934251 | 38 | < 0.1% |
| 1.088358468 | 37 | < 0.1% |
| 1.350524462 | 37 | < 0.1% |
| Other values (108627) | 130410 |
| Value | Count | Frequency (%) |
| -25.2765804 | 1 | |
| -25.22291885 | 1 | |
| -25.13790338 | 1 | |
| -25.13299163 | 1 | |
| -24.44347607 | 1 |
| Value | Count | Frequency (%) |
| 26.28534803 | 1 | |
| 26.10688801 | 1 | |
| 25.48347308 | 1 | |
| 25.39763593 | 1 | |
| 25.1563242 | 1 |
all_home_clc_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 15880 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.723433761 |
| Minimum | 0 |
|---|---|
| Maximum | 54.62828604 |
| Zeros | 55301 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.462595556 |
| Q3 | 7.485636999 |
| 95-th percentile | 16.72677852 |
| Maximum | 54.62828604 |
| Range | 54.62828604 |
| Interquartile range (IQR) | 7.485636999 |
Descriptive statistics
| Standard deviation | 5.774435692 |
|---|---|
| Coefficient of variation (CV) | 1.222508028 |
| Kurtosis | 1.924390953 |
| Mean | 4.723433761 |
| Median Absolute Deviation (MAD) | 2.462595556 |
| Skewness | 1.441171617 |
| Sum | 708515.0641 |
| Variance | 33.34410756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 55301 | |
| 4.497536115 | 8839 | 5.9% |
| 1.604773951 | 7835 | 5.2% |
| 1.604273725 | 3906 | 2.6% |
| 7.165976416 | 3152 | 2.1% |
| 5.750474527 | 3114 | 2.1% |
| 9.181785673 | 1735 | 1.2% |
| 2.463172916 | 1688 | 1.1% |
| 5.750819605 | 1570 | 1.0% |
| 1.335206418 | 1519 | 1.0% |
| Other values (15870) | 61341 |
| Value | Count | Frequency (%) |
| 0 | 55301 | |
| 1.00000001 | 765 | 0.5% |
| 1.00000004 | 131 | 0.1% |
| 1.00000009 | 31 | < 0.1% |
| 1.00000016 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.62828604 | 1 | |
| 49.10800854 | 1 | |
| 44.66155175 | 1 | |
| 41.3093036 | 1 | |
| 40.30117402 | 1 |
block_all_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 7248 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.33315355 |
| Minimum | 0 |
|---|---|
| Maximum | 178.2267327 |
| Zeros | 128436 |
| Zeros (%) | 85.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 178.2267327 |
| Maximum | 178.2267327 |
| Range | 178.2267327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 59.7701172 |
|---|---|
| Coefficient of variation (CV) | 2.456324334 |
| Kurtosis | 2.358639576 |
| Mean | 24.33315355 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.074485163 |
| Sum | 3649973.033 |
| Variance | 3572.46691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 128436 | |
| 178.2267327 | 14251 | 9.5% |
| 178.2266446 | 3 | < 0.1% |
| 172.7227642 | 3 | < 0.1% |
| 12.1035869 | 3 | < 0.1% |
| 117.1724212 | 2 | < 0.1% |
| 159.4057026 | 2 | < 0.1% |
| 166.2235044 | 2 | < 0.1% |
| 166.6455004 | 2 | < 0.1% |
| 116.7182789 | 2 | < 0.1% |
| Other values (7238) | 7294 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 128436 | |
| 10.26911687 | 1 | < 0.1% |
| 10.55454345 | 1 | < 0.1% |
| 10.83132398 | 1 | < 0.1% |
| 11.36116158 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.2267327 | 14251 | |
| 178.2266446 | 3 | < 0.1% |
| 178.1957676 | 1 | < 0.1% |
| 178.1480436 | 1 | < 0.1% |
| 178.1397433 | 1 | < 0.1% |
voice_in_kievstar_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 57528 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7345125093 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 45146 |
| Zeros (%) | 30.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.00238048 |
| Q3 | 1.030351321 |
| 95-th percentile | 1.199172178 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.030351321 |
Descriptive statistics
| Standard deviation | 0.4873976009 |
|---|---|
| Coefficient of variation (CV) | 0.6635660996 |
| Kurtosis | -1.233959028 |
| Mean | 0.7345125093 |
| Median Absolute Deviation (MAD) | 0.04741256437 |
| Skewness | -0.7857396418 |
| Sum | 110176.8764 |
| Variance | 0.2375564214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45146 | |
| 1.049793044 | 2611 | 1.7% |
| 1.013872843 | 1362 | 0.9% |
| 1.006406835 | 1049 | 0.7% |
| 1.164401954 | 876 | 0.6% |
| 1.003675345 | 864 | 0.6% |
| 1.00238048 | 794 | 0.5% |
| 1.001666435 | 784 | 0.5% |
| 1.001231401 | 654 | 0.4% |
| 1.000750704 | 602 | 0.4% |
| Other values (57518) | 95258 |
| Value | Count | Frequency (%) |
| 0 | 45146 | |
| 1.000001032 | 1 | < 0.1% |
| 1.000001201 | 1 | < 0.1% |
| 1.000001233 | 1 | < 0.1% |
| 1.000001338 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 424 | |
| 1.476918555 | 1 | < 0.1% |
| 1.475505901 | 3 | < 0.1% |
| 1.475360518 | 1 | < 0.1% |
| 1.474682154 | 2 | < 0.1% |
voice_mts_in_dwork_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 135589 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.059781955 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 10284 |
| Zeros (%) | 6.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.043058605 |
| median | 1.127670478 |
| Q3 | 1.198807714 |
| 95-th percentile | 1.28327924 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1557491088 |
Descriptive statistics
| Standard deviation | 0.3002771746 |
|---|---|
| Coefficient of variation (CV) | 0.2833386371 |
| Kurtosis | 7.700457811 |
| Mean | 1.059781955 |
| Median Absolute Deviation (MAD) | 0.07747634725 |
| Skewness | -2.926456574 |
| Sum | 158967.2932 |
| Variance | 0.09016638161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10284 | 6.9% |
| 1.006406835 | 2324 | 1.5% |
| 1.023762432 | 849 | 0.6% |
| 1.049793044 | 398 | 0.3% |
| 1.082760975 | 183 | 0.1% |
| 1.121317553 | 83 | 0.1% |
| 1.164401954 | 42 | < 0.1% |
| 1.211169962 | 28 | < 0.1% |
| 1.260942818 | 8 | < 0.1% |
| 1.001666435 | 8 | < 0.1% |
| Other values (135579) | 135793 |
| Value | Count | Frequency (%) |
| 0 | 10284 | |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 7 | |
| 1.477957942 | 1 | < 0.1% |
| 1.476676991 | 1 | < 0.1% |
| 1.47628839 | 1 | < 0.1% |
| 1.476183264 | 1 | < 0.1% |
clc_no_vas_roam_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 10532 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.705554767 |
| Minimum | 0 |
|---|---|
| Maximum | 58.08223852 |
| Zeros | 74032 |
| Zeros (%) | 49.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000087537 |
| Q3 | 21.74906374 |
| 95-th percentile | 29.33036315 |
| Maximum | 58.08223852 |
| Range | 58.08223852 |
| Interquartile range (IQR) | 21.74906374 |
Descriptive statistics
| Standard deviation | 11.3852474 |
|---|---|
| Coefficient of variation (CV) | 1.173065082 |
| Kurtosis | -1.166154707 |
| Mean | 9.705554767 |
| Median Absolute Deviation (MAD) | 1.000087537 |
| Skewness | 0.5930386871 |
| Sum | 1455833.215 |
| Variance | 129.6238584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74032 | |
| 21.74906374 | 6822 | 4.5% |
| 29.33036315 | 4815 | 3.2% |
| 22.11876484 | 3199 | 2.1% |
| 20.13969538 | 2995 | 2.0% |
| 25.57253549 | 2931 | 2.0% |
| 22.47711246 | 2917 | 1.9% |
| 23.16295481 | 2562 | 1.7% |
| 20.13960725 | 2184 | 1.5% |
| 24.1232528 | 1653 | 1.1% |
| Other values (10522) | 45890 |
| Value | Count | Frequency (%) |
| 0 | 74032 | |
| 1.00000001 | 667 | 0.4% |
| 1.00000004 | 107 | 0.1% |
| 1.00000009 | 19 | < 0.1% |
| 1.00000016 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 58.08223852 | 2 | |
| 56.92832563 | 3 | |
| 56.55981782 | 1 | < 0.1% |
| 56.28676325 | 1 | < 0.1% |
| 55.05441935 | 1 | < 0.1% |
voice_out_fix_tar_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 350 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.347542459 |
| Minimum | 0 |
|---|---|
| Maximum | 78.13727753 |
| Zeros | 110504 |
| Zeros (%) | 73.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4.210401996 |
| 95-th percentile | 19.17043973 |
| Maximum | 78.13727753 |
| Range | 78.13727753 |
| Interquartile range (IQR) | 4.210401996 |
Descriptive statistics
| Standard deviation | 6.971092142 |
|---|---|
| Coefficient of variation (CV) | 2.082450701 |
| Kurtosis | 7.533176633 |
| Mean | 3.347542459 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.552844382 |
| Sum | 502131.3689 |
| Variance | 48.59612565 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 110504 | |
| 4.210401996 | 7819 | 5.2% |
| 6.749901739 | 5309 | 3.5% |
| 8.687248223 | 3646 | 2.4% |
| 10.26911687 | 2967 | 2.0% |
| 11.61519305 | 2267 | 1.5% |
| 12.79226812 | 1995 | 1.3% |
| 13.84160798 | 1503 | 1.0% |
| 14.79061749 | 1326 | 0.9% |
| 15.65849494 | 1156 | 0.8% |
| Other values (340) | 11508 | 7.7% |
| Value | Count | Frequency (%) |
| 0 | 110504 | |
| 4.210401996 | 7819 | 5.2% |
| 4.47742162 | 36 | < 0.1% |
| 4.786566308 | 34 | < 0.1% |
| 5.148887986 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 78.13727753 | 1 | |
| 73.59701307 | 1 | |
| 70.92207244 | 1 | |
| 68.57502713 | 1 | |
| 67.69172746 | 1 |
Ama_rchrgmnt_sum_td_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_tar_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 25290 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.11052549 |
| Minimum | 0 |
|---|---|
| Maximum | 149.6525065 |
| Zeros | 9017 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 52.3110387 |
| median | 69.92349971 |
| Q3 | 83.49399752 |
| 95-th percentile | 100.0099333 |
| Maximum | 149.6525065 |
| Range | 149.6525065 |
| Interquartile range (IQR) | 31.18295881 |
Descriptive statistics
| Standard deviation | 26.47597615 |
|---|---|
| Coefficient of variation (CV) | 0.4066312774 |
| Kurtosis | 0.3747485716 |
| Mean | 65.11052549 |
| Median Absolute Deviation (MAD) | 15.09534648 |
| Skewness | -0.8390281431 |
| Sum | 9766578.823 |
| Variance | 700.977313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9017 | 6.0% |
| 11.36116158 | 70 | < 0.1% |
| 8.687248223 | 67 | < 0.1% |
| 10.83132398 | 67 | < 0.1% |
| 9.974411855 | 67 | < 0.1% |
| 9.354248899 | 64 | < 0.1% |
| 10.55454345 | 63 | < 0.1% |
| 8.333535892 | 61 | < 0.1% |
| 14.03872817 | 59 | < 0.1% |
| 7.964623589 | 58 | < 0.1% |
| Other values (25280) | 140407 |
| Value | Count | Frequency (%) |
| 0 | 9017 | |
| 1.480453014 | 40 | < 0.1% |
| 2.206948961 | 25 | < 0.1% |
| 2.921812056 | 41 | < 0.1% |
| 3.590290394 | 33 | < 0.1% |
| Value | Count | Frequency (%) |
| 149.6525065 | 1 | |
| 149.34454 | 1 | |
| 149.3222709 | 1 | |
| 147.3359175 | 1 | |
| 146.537503 | 1 |
sms_out_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 303 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.412687092 |
| Minimum | 0 |
|---|---|
| Maximum | 67.85337954 |
| Zeros | 90768 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.480453014 |
| 95-th percentile | 6.30189811 |
| Maximum | 67.85337954 |
| Range | 67.85337954 |
| Interquartile range (IQR) | 1.480453014 |
Descriptive statistics
| Standard deviation | 2.970968882 |
|---|---|
| Coefficient of variation (CV) | 2.103062242 |
| Kurtosis | 32.93991513 |
| Mean | 1.412687092 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.652643976 |
| Sum | 211903.0638 |
| Variance | 8.826656101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90768 | |
| 1.480453014 | 23573 | 15.7% |
| 2.206948961 | 11445 | 7.6% |
| 2.921812056 | 5863 | 3.9% |
| 3.590290394 | 3951 | 2.6% |
| 4.210401996 | 2463 | 1.6% |
| 4.786566308 | 1829 | 1.2% |
| 5.324077125 | 1251 | 0.8% |
| 5.827795843 | 1072 | 0.7% |
| 6.30189811 | 784 | 0.5% |
| Other values (293) | 7001 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 90768 | |
| 1.480453014 | 23573 | 15.7% |
| 2.206948961 | 11445 | 7.6% |
| 2.921812056 | 5863 | 3.9% |
| 3.590290394 | 3951 | 2.6% |
| Value | Count | Frequency (%) |
| 67.85337954 | 1 | |
| 51.92939259 | 1 | |
| 48.4945075 | 1 | |
| 46.29053202 | 1 | |
| 45.19176071 | 1 |
data_3g_tar_vol_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 93057 |
|---|---|
| Distinct (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.6120271 |
| Minimum | 0 |
|---|---|
| Maximum | 345.4814078 |
| Zeros | 52992 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 114.2006397 |
| Q3 | 187.7024457 |
| 95-th percentile | 240.9403857 |
| Maximum | 345.4814078 |
| Range | 345.4814078 |
| Interquartile range (IQR) | 187.7024457 |
Descriptive statistics
| Standard deviation | 93.13589146 |
|---|---|
| Coefficient of variation (CV) | 0.9076508286 |
| Kurtosis | -1.550898025 |
| Mean | 102.6120271 |
| Median Absolute Deviation (MAD) | 103.0260182 |
| Skewness | 0.1187663108 |
| Sum | 15391804.07 |
| Variance | 8674.294279 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.480453014 | 221 | 0.1% |
| 22.29933738 | 212 | 0.1% |
| 2.206948961 | 129 | 0.1% |
| 3.590290394 | 116 | 0.1% |
| 2.921812056 | 97 | 0.1% |
| 4.210401996 | 88 | 0.1% |
| 29.12504295 | 70 | < 0.1% |
| 5.827795843 | 59 | < 0.1% |
| 4.786566308 | 55 | < 0.1% |
| Other values (93047) | 95961 |
| Value | Count | Frequency (%) |
| 0 | 52992 | |
| 1.001468335 | 6 | < 0.1% |
| 1.001769987 | 3 | < 0.1% |
| 1.002453611 | 31 | < 0.1% |
| 1.002834978 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 345.4814078 | 1 | |
| 343.9501893 | 1 | |
| 341.7752863 | 1 | |
| 339.4134575 | 1 | |
| 336.6871708 | 1 |
abon_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3160 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1434154474 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 131293 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.164401954 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3801290445 |
|---|---|
| Coefficient of variation (CV) | 2.650544633 |
| Kurtosis | 3.187675512 |
| Mean | 0.1434154474 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.27599474 |
| Sum | 21512.31711 |
| Variance | 0.1444980904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 131293 | |
| 1.164401954 | 10399 | 6.9% |
| 1.157362058 | 773 | 0.5% |
| 1.147010733 | 277 | 0.2% |
| 1.15168445 | 237 | 0.2% |
| 1.14806866 | 133 | 0.1% |
| 1.146684471 | 125 | 0.1% |
| 1.162854604 | 123 | 0.1% |
| 1.15076847 | 112 | 0.1% |
| 1.162854604 | 106 | 0.1% |
| Other values (3150) | 6422 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 131293 | |
| 1.000000003 | 1 | < 0.1% |
| 1.000000006 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| 1.000000017 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 98 | |
| 1.207704694 | 2 | < 0.1% |
| 1.206751872 | 7 | < 0.1% |
| 1.206751792 | 1 | < 0.1% |
| 1.206751709 | 1 | < 0.1% |
pay_max_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1803 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.69062116 |
| Minimum | 0 |
|---|---|
| Maximum | 72.49599656 |
| Zeros | 25611 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21.54445817 |
| median | 24.76754894 |
| Q3 | 28.3084283 |
| 95-th percentile | 33.57110757 |
| Maximum | 72.49599656 |
| Range | 72.49599656 |
| Interquartile range (IQR) | 6.763970132 |
Descriptive statistics
| Standard deviation | 11.31193251 |
|---|---|
| Coefficient of variation (CV) | 0.5215126124 |
| Kurtosis | 0.2904368738 |
| Mean | 21.69062116 |
| Median Absolute Deviation (MAD) | 3.419695453 |
| Skewness | -0.8006667342 |
| Sum | 3253593.175 |
| Variance | 127.9598171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25611 | |
| 26.17309696 | 14585 | 9.7% |
| 29.12504295 | 11564 | 7.7% |
| 22.29933738 | 10486 | 7.0% |
| 23.99960696 | 9219 | 6.1% |
| 24.76754894 | 7947 | 5.3% |
| 24.38962268 | 6122 | 4.1% |
| 31.96388736 | 5003 | 3.3% |
| 25.49022445 | 4909 | 3.3% |
| 33.57110757 | 4532 | 3.0% |
| Other values (1793) | 50022 |
| Value | Count | Frequency (%) |
| 0 | 25611 | |
| 1.00908403 | 2 | < 0.1% |
| 1.046272906 | 1 | < 0.1% |
| 1.053412628 | 1 | < 0.1% |
| 1.060939898 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 72.49599656 | 1 | |
| 70.2176974 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 1 | |
| 67.12657433 | 1 |
content_cnt_std_mnt3
Real number (ℝ)
| Distinct | 21640 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.59341789 |
| Minimum | 0 |
|---|---|
| Maximum | 43.5340414 |
| Zeros | 1374 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.826380859 |
| Q1 | 5.497706877 |
| median | 6.554917829 |
| Q3 | 7.621882533 |
| 95-th percentile | 9.524988274 |
| Maximum | 43.5340414 |
| Range | 43.5340414 |
| Interquartile range (IQR) | 2.124175657 |
Descriptive statistics
| Standard deviation | 1.917216617 |
|---|---|
| Coefficient of variation (CV) | 0.2907773553 |
| Kurtosis | 8.991875158 |
| Mean | 6.59341789 |
| Median Absolute Deviation (MAD) | 1.062171305 |
| Skewness | 0.7633793455 |
| Sum | 989012.6835 |
| Variance | 3.675719555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1374 | 0.9% |
| 1.064320397 | 166 | 0.1% |
| 1.38913981 | 82 | 0.1% |
| 5.852417661 | 80 | 0.1% |
| 5.699639581 | 79 | 0.1% |
| 6.292384453 | 77 | 0.1% |
| 5.796866421 | 77 | 0.1% |
| 5.954850995 | 77 | 0.1% |
| 6.043275698 | 76 | 0.1% |
| 5.14898862 | 74 | < 0.1% |
| Other values (21630) | 147838 |
| Value | Count | Frequency (%) |
| 0 | 1374 | |
| 1.064320397 | 166 | 0.1% |
| 1.082760975 | 1 | < 0.1% |
| 1.102789099 | 1 | < 0.1% |
| 1.10808554 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 43.5340414 | 1 | |
| 39.59180675 | 1 | |
| 39.18671552 | 1 | |
| 37.72755966 | 1 | |
| 33.85840984 | 1 |
voice_in_life_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 39965 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5081846435 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 75011 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.003506544 |
| 95-th percentile | 1.046049948 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.003506544 |
Descriptive statistics
| Standard deviation | 0.5088263819 |
|---|---|
| Coefficient of variation (CV) | 1.001262806 |
| Kurtosis | -1.989065896 |
| Mean | 0.5081846435 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.007439868845 |
| Sum | 76227.69652 |
| Variance | 0.2589042869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75011 | |
| 1.164401954 | 1375 | 0.9% |
| 1.049793044 | 957 | 0.6% |
| 1.023762432 | 829 | 0.6% |
| 1.013872843 | 772 | 0.5% |
| 1.006406835 | 699 | 0.5% |
| 1.00908403 | 689 | 0.5% |
| 1.004760016 | 664 | 0.4% |
| 1.003675345 | 645 | 0.4% |
| 1.002923264 | 606 | 0.4% |
| Other values (39955) | 67753 |
| Value | Count | Frequency (%) |
| 0 | 75011 | |
| 1.000000655 | 1 | < 0.1% |
| 1.000000826 | 1 | < 0.1% |
| 1.000000941 | 1 | < 0.1% |
| 1.00000119 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 209 | |
| 1.206618833 | 1 | < 0.1% |
| 1.200334885 | 1 | < 0.1% |
| 1.196318097 | 1 | < 0.1% |
| 1.194525402 | 1 | < 0.1% |
non_accum_internet_vol_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 121942 |
|---|---|
| Distinct (%) | 81.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.554914 |
| Minimum | -16.00012029 |
|---|---|
| Maximum | 392.8255014 |
| Zeros | 24910 |
| Zeros (%) | 16.6% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -16.00012029 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 66.45767021 |
| median | 205.7467841 |
| Q3 | 243.4984994 |
| 95-th percentile | 283.1162621 |
| Maximum | 392.8255014 |
| Range | 408.8256217 |
| Interquartile range (IQR) | 177.0408292 |
Descriptive statistics
| Standard deviation | 101.0101191 |
|---|---|
| Coefficient of variation (CV) | 0.6064673606 |
| Kurtosis | -1.0453965 |
| Mean | 166.554914 |
| Median Absolute Deviation (MAD) | 49.94050255 |
| Skewness | -0.6740675731 |
| Sum | 24983237.09 |
| Variance | 10203.04415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24910 | 16.6% |
| 1.480453014 | 641 | 0.4% |
| 2.206948961 | 140 | 0.1% |
| 2.921812056 | 109 | 0.1% |
| 22.29933738 | 103 | 0.1% |
| 4.786566308 | 95 | 0.1% |
| 4.210401996 | 85 | 0.1% |
| 3.590290394 | 83 | 0.1% |
| 22.39037352 | 64 | < 0.1% |
| 5.324077125 | 63 | < 0.1% |
| Other values (121932) | 123707 |
| Value | Count | Frequency (%) |
| -16.00012029 | 1 | < 0.1% |
| -14.73990262 | 1 | < 0.1% |
| 0 | 24910 | |
| 1 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 392.8255014 | 1 | |
| 387.3340098 | 1 | |
| 385.0769565 | 1 | |
| 378.7587435 | 1 | |
| 373.0271194 | 1 |
voice_in_cmpttrs_avg_durmax_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 28454 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.55410198 |
| Minimum | 0 |
|---|---|
| Maximum | 62.95153272 |
| Zeros | 33653 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.55454345 |
| median | 22.70160776 |
| Q3 | 32.11231302 |
| 95-th percentile | 45.83372314 |
| Maximum | 62.95153272 |
| Range | 62.95153272 |
| Interquartile range (IQR) | 21.55776958 |
Descriptive statistics
| Standard deviation | 14.89874107 |
|---|---|
| Coefficient of variation (CV) | 0.6912253214 |
| Kurtosis | -0.8738969476 |
| Mean | 21.55410198 |
| Median Absolute Deviation (MAD) | 10.22665615 |
| Skewness | -0.02215917562 |
| Sum | 3233115.297 |
| Variance | 221.9724854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33653 | 22.4% |
| 14.03872817 | 282 | 0.2% |
| 14.23203307 | 278 | 0.2% |
| 12.33868121 | 272 | 0.2% |
| 16.30392399 | 266 | 0.2% |
| 8.687248223 | 265 | 0.2% |
| 13.01132535 | 264 | 0.2% |
| 15.65849494 | 263 | 0.2% |
| 15.82363655 | 261 | 0.2% |
| 14.97017418 | 259 | 0.2% |
| Other values (28444) | 113937 |
| Value | Count | Frequency (%) |
| 0 | 33653 | |
| 1.480453014 | 84 | 0.1% |
| 1.839588705 | 3 | < 0.1% |
| 2.206948961 | 67 | < 0.1% |
| 2.569415055 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 62.95153272 | 1 | |
| 62.11526757 | 1 | |
| 61.02525677 | 1 | |
| 60.90441826 | 1 | |
| 59.34850999 | 1 |
voice_in_td_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 4997 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2003249242 |
| Minimum | -17.91200073 |
|---|---|
| Maximum | 21.01305152 |
| Zeros | 5647 |
| Zeros (%) | 3.8% |
| Negative | 65210 |
| Negative (%) | 43.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -17.91200073 |
|---|---|
| 5-th percentile | -2.456410645 |
| Q1 | -1.138597394 |
| median | 1.001424332 |
| Q3 | 1.309819462 |
| 95-th percentile | 2.955684351 |
| Maximum | 21.01305152 |
| Range | 38.92505224 |
| Interquartile range (IQR) | 2.448416856 |
Descriptive statistics
| Standard deviation | 1.833505851 |
|---|---|
| Coefficient of variation (CV) | 9.152659648 |
| Kurtosis | 1.384870045 |
| Mean | 0.2003249242 |
| Median Absolute Deviation (MAD) | 1.647824051 |
| Skewness | 0.03174446301 |
| Sum | 30048.73864 |
| Variance | 3.361743704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5647 | 3.8% |
| 1.001424332 | 534 | 0.4% |
| 1.00095998 | 493 | 0.3% |
| 1.000108887 | 473 | 0.3% |
| -1.000300379 | 466 | 0.3% |
| -1.001424332 | 452 | 0.3% |
| 1.000300379 | 450 | 0.3% |
| 1.000584711 | 446 | 0.3% |
| -1.000012183 | 442 | 0.3% |
| 1.000012183 | 431 | 0.3% |
| Other values (4987) | 140166 |
| Value | Count | Frequency (%) |
| -17.91200073 | 1 | |
| -15.63110302 | 1 | |
| -13.84021569 | 1 | |
| -13.7070494 | 1 | |
| -13.44826512 | 1 |
| Value | Count | Frequency (%) |
| 21.01305152 | 1 | |
| 16.70069535 | 1 | |
| 14.50802479 | 1 | |
| 14.34386927 | 1 | |
| 13.72256047 | 1 |
accum_oth_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 973 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3080427641 |
| Minimum | -1 |
|---|---|
| Maximum | 1.001877285 |
| Zeros | 101136 |
| Zeros (%) | 67.4% |
| Negative | 1329 |
| Negative (%) | 0.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000000032 |
| 95-th percentile | 1.000009704 |
| Maximum | 1.001877285 |
| Range | 2.001877286 |
| Interquartile range (IQR) | 1.000000032 |
Descriptive statistics
| Standard deviation | 0.4804963302 |
|---|---|
| Coefficient of variation (CV) | 1.559836445 |
| Kurtosis | -1.036471554 |
| Mean | 0.3080427641 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5900823219 |
| Sum | 46206.41462 |
| Variance | 0.2308767233 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 101136 | |
| 1.000000004 | 4331 | 2.9% |
| 1.000000014 | 3111 | 2.1% |
| 1.000000032 | 2471 | 1.6% |
| 1.000000058 | 2050 | 1.4% |
| 1.00000009 | 1769 | 1.2% |
| 1.00000013 | 1530 | 1.0% |
| 1.000000176 | 1401 | 0.9% |
| 1.00000023 | 1225 | 0.8% |
| 1.000000291 | 1132 | 0.8% |
| Other values (963) | 29844 | 19.9% |
| Value | Count | Frequency (%) |
| -1 | 7 | < 0.1% |
| -1 | 7 | < 0.1% |
| -1 | 11 | < 0.1% |
| -1 | 22 | < 0.1% |
| -1 | 100 |
| Value | Count | Frequency (%) |
| 1.001877285 | 1 | |
| 1.001393348 | 1 | |
| 1.001138671 | 1 | |
| 1.00108068 | 1 | |
| 1.001024155 | 1 |
voice_in_life_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2894 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.539528493 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 74955 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000047564 |
| Q3 | 1.020477851 |
| 95-th percentile | 1.260942818 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.020477851 |
Descriptive statistics
| Standard deviation | 0.5463364381 |
|---|---|
| Coefficient of variation (CV) | 1.012618324 |
| Kurtosis | -1.841867688 |
| Mean | 0.539528493 |
| Median Absolute Deviation (MAD) | 0.4804054494 |
| Skewness | 0.08801349891 |
| Sum | 80929.27395 |
| Variance | 0.2984835036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74955 | |
| 1.480453014 | 3720 | 2.5% |
| 1.164401954 | 2474 | 1.6% |
| 1.082760975 | 2213 | 1.5% |
| 1.049793044 | 1944 | 1.3% |
| 1.03324115 | 1711 | 1.1% |
| 1.023762432 | 1638 | 1.1% |
| 1.017830633 | 1490 | 1.0% |
| 1.013872843 | 1307 | 0.9% |
| 1.011100838 | 1261 | 0.8% |
| Other values (2884) | 57287 |
| Value | Count | Frequency (%) |
| 0 | 74955 | |
| 1.000015561 | 1 | < 0.1% |
| 1.000016728 | 1 | < 0.1% |
| 1.000022145 | 1 | < 0.1% |
| 1.000023912 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 3720 | |
| 1.471100336 | 1 | < 0.1% |
| 1.469968631 | 1 | < 0.1% |
| 1.468922184 | 1 | < 0.1% |
| 1.468316515 | 1 | < 0.1% |
Ama_rchrgmnt_sum_mea_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
block_all_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 391 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.04965023 |
| Minimum | 0 |
|---|---|
| Maximum | 178.2267327 |
| Zeros | 135491 |
| Zeros (%) | 90.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 178.2267327 |
| Maximum | 178.2267327 |
| Range | 178.2267327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 52.26064675 |
|---|---|
| Coefficient of variation (CV) | 3.065203453 |
| Kurtosis | 5.570562753 |
| Mean | 17.04965023 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.748437124 |
| Sum | 2557447.534 |
| Variance | 2731.175199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135491 | |
| 178.2267327 | 14094 | 9.4% |
| 178.2267107 | 20 | < 0.1% |
| 178.2267217 | 7 | < 0.1% |
| 94.69332369 | 2 | < 0.1% |
| 9.974411855 | 1 | < 0.1% |
| 169.9431934 | 1 | < 0.1% |
| 98.43593741 | 1 | < 0.1% |
| 91.64804854 | 1 | < 0.1% |
| 93.87515173 | 1 | < 0.1% |
| Other values (381) | 381 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 135491 | |
| 4.210401996 | 1 | < 0.1% |
| 5.324077125 | 1 | < 0.1% |
| 6.068314762 | 1 | < 0.1% |
| 8.151070999 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.2267327 | 14094 | |
| 178.2267217 | 7 | < 0.1% |
| 178.2267107 | 20 | < 0.1% |
| 178.2266886 | 1 | < 0.1% |
| 178.2263585 | 1 | < 0.1% |
all_clc_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 76862 |
|---|---|
| Distinct (%) | 51.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.73538858 |
| Minimum | 0 |
|---|---|
| Maximum | 48.28845003 |
| Zeros | 25923 |
| Zeros (%) | 17.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.977064131 |
| median | 12.80215305 |
| Q3 | 15.7898432 |
| 95-th percentile | 21.27437453 |
| Maximum | 48.28845003 |
| Range | 48.28845003 |
| Interquartile range (IQR) | 13.81277907 |
Descriptive statistics
| Standard deviation | 7.511321968 |
|---|---|
| Coefficient of variation (CV) | 0.6996786292 |
| Kurtosis | -0.4269806608 |
| Mean | 10.73538858 |
| Median Absolute Deviation (MAD) | 4.68557634 |
| Skewness | 0.00690873444 |
| Sum | 1610308.287 |
| Variance | 56.4199577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25923 | 17.3% |
| 1.085479715 | 1766 | 1.2% |
| 12.14382405 | 1716 | 1.1% |
| 11.00451042 | 1118 | 0.7% |
| 14.1619521 | 866 | 0.6% |
| 12.40843847 | 857 | 0.6% |
| 7.755722602 | 695 | 0.5% |
| 13.16123561 | 641 | 0.4% |
| 12.66589951 | 624 | 0.4% |
| 1.085391526 | 529 | 0.4% |
| Other values (76852) | 115265 |
| Value | Count | Frequency (%) |
| 0 | 25923 | |
| 1.000000001 | 152 | 0.1% |
| 1.000000002 | 55 | < 0.1% |
| 1.000000002 | 18 | < 0.1% |
| 1.000000002 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.28845003 | 1 | |
| 45.80101748 | 1 | |
| 44.79684249 | 1 | |
| 44.79283827 | 1 | |
| 44.75585936 | 1 |
voice_in_kievstar_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 2984 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5339633479 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 76324 |
| Zeros (%) | 50.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.024846884 |
| 95-th percentile | 1.274851105 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.024846884 |
Descriptive statistics
| Standard deviation | 0.5509295655 |
|---|---|
| Coefficient of variation (CV) | 1.031774124 |
| Kurtosis | -1.8325837 |
| Mean | 0.5339633479 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.1268716562 |
| Sum | 80094.50219 |
| Variance | 0.3035233862 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 76324 | |
| 1.480453014 | 3821 | 2.5% |
| 1.164401954 | 2314 | 1.5% |
| 1.082760975 | 2021 | 1.3% |
| 1.049793044 | 1761 | 1.2% |
| 1.03324115 | 1669 | 1.1% |
| 1.023762432 | 1475 | 1.0% |
| 1.017830633 | 1305 | 0.9% |
| 1.013872843 | 1222 | 0.8% |
| 1.011100838 | 1130 | 0.8% |
| Other values (2974) | 56958 |
| Value | Count | Frequency (%) |
| 0 | 76324 | |
| 1.000011688 | 1 | < 0.1% |
| 1.00001581 | 1 | < 0.1% |
| 1.000016728 | 1 | < 0.1% |
| 1.000019321 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 3821 | |
| 1.473920774 | 1 | < 0.1% |
| 1.471579263 | 1 | < 0.1% |
| 1.468922184 | 1 | < 0.1% |
| 1.467402531 | 1 | < 0.1% |
voice_in_life_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3161 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7272075828 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 51602 |
| Zeros (%) | 34.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.006078002 |
| Q3 | 1.073947946 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.073947946 |
Descriptive statistics
| Standard deviation | 0.5402187977 |
|---|---|
| Coefficient of variation (CV) | 0.7428673882 |
| Kurtosis | -1.483387057 |
| Mean | 0.7272075828 |
| Median Absolute Deviation (MAD) | 0.1583239519 |
| Skewness | -0.4819193173 |
| Sum | 109081.1374 |
| Variance | 0.2918363494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51602 | |
| 1.480453014 | 8983 | 6.0% |
| 1.164401954 | 4342 | 2.9% |
| 1.082760975 | 3450 | 2.3% |
| 1.049793044 | 2802 | 1.9% |
| 1.03324115 | 2366 | 1.6% |
| 1.023762432 | 2104 | 1.4% |
| 1.017830633 | 1839 | 1.2% |
| 1.013872843 | 1648 | 1.1% |
| 1.260942818 | 1586 | 1.1% |
| Other values (3151) | 69278 |
| Value | Count | Frequency (%) |
| 0 | 51602 | |
| 1.000005602 | 1 | < 0.1% |
| 1.000011148 | 1 | < 0.1% |
| 1.000016728 | 1 | < 0.1% |
| 1.000019153 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 8983 | |
| 1.471100336 | 1 | < 0.1% |
| 1.469968631 | 1 | < 0.1% |
| 1.468316515 | 1 | < 0.1% |
| 1.467876106 | 1 | < 0.1% |
block_all_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 7521 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.718983445 |
| Minimum | -127.1295013 |
|---|---|
| Maximum | 127.3330846 |
| Zeros | 142433 |
| Zeros (%) | 95.0% |
| Negative | 5352 |
| Negative (%) | 3.6% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -127.1295013 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 127.3330846 |
| Range | 254.4625859 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15.51174589 |
|---|---|
| Coefficient of variation (CV) | -9.023790157 |
| Kurtosis | 23.10039259 |
| Mean | -1.718983445 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.833882929 |
| Sum | -257847.5168 |
| Variance | 240.6142606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142433 | |
| -1.001181135 | 14 | < 0.1% |
| -1.00043106 | 10 | < 0.1% |
| -1.000761095 | 5 | < 0.1% |
| -1.002283948 | 4 | < 0.1% |
| 1.00372538 | 3 | < 0.1% |
| 1.062185415 | 3 | < 0.1% |
| -1.000192907 | 2 | < 0.1% |
| 45.81362645 | 2 | < 0.1% |
| -69.8295877 | 2 | < 0.1% |
| Other values (7511) | 7522 | 5.0% |
| Value | Count | Frequency (%) |
| -127.1295013 | 1 | |
| -127.1061928 | 1 | |
| -126.8526814 | 1 | |
| -126.8326819 | 1 | |
| -126.7793532 | 1 |
| Value | Count | Frequency (%) |
| 127.3330846 | 1 | |
| 127.2787358 | 1 | |
| 127.2126399 | 1 | |
| 127.204818 | 1 | |
| 127.1986117 | 1 |
num_act_days_max_mnt3
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.235418705 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 360 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.786566308 |
| Q1 | 5.324077125 |
| median | 5.324077125 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.454918885 |
|---|---|
| Coefficient of variation (CV) | 0.08689255064 |
| Kurtosis | 62.38205622 |
| Mean | 5.235418705 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.248726801 |
| Sum | 785312.8058 |
| Variance | 0.2069511919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.324077125 | 140673 | |
| 4.786566308 | 4020 | 2.7% |
| 4.210401996 | 2072 | 1.4% |
| 3.590290394 | 1335 | 0.9% |
| 2.921812056 | 689 | 0.5% |
| 2.206948961 | 450 | 0.3% |
| 1.480453014 | 401 | 0.3% |
| 0 | 360 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 360 | 0.2% |
| 1.480453014 | 401 | 0.3% |
| 2.206948961 | 450 | 0.3% |
| 2.921812056 | 689 | |
| 3.590290394 | 1335 |
| Value | Count | Frequency (%) |
| 5.324077125 | 140673 | |
| 4.786566308 | 4020 | 2.7% |
| 4.210401996 | 2072 | 1.4% |
| 3.590290394 | 1335 | 0.9% |
| 2.921812056 | 689 | 0.5% |
voice_mts_in_nwork_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 110154 |
|---|---|
| Distinct (%) | 73.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7680322867 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 37180 |
| Zeros (%) | 24.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000000398 |
| median | 1.003779844 |
| Q3 | 1.019395243 |
| 95-th percentile | 1.068875623 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.01939484533 |
Descriptive statistics
| Standard deviation | 0.4417662523 |
|---|---|
| Coefficient of variation (CV) | 0.5751922933 |
| Kurtosis | -0.6440897872 |
| Mean | 0.7680322867 |
| Median Absolute Deviation (MAD) | 0.01540115401 |
| Skewness | -1.153387223 |
| Sum | 115204.843 |
| Variance | 0.1951574217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37180 | 24.8% |
| 1.049793044 | 1141 | 0.8% |
| 1.164401954 | 48 | < 0.1% |
| 1.006406835 | 21 | < 0.1% |
| 1.013872843 | 14 | < 0.1% |
| 1.000273218 | 12 | < 0.1% |
| 1.003675345 | 12 | < 0.1% |
| 1.000946895 | 11 | < 0.1% |
| 1.023762432 | 9 | < 0.1% |
| 1.001666435 | 9 | < 0.1% |
| Other values (110144) | 111543 |
| Value | Count | Frequency (%) |
| 0 | 37180 | |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 1 | |
| 1.437419821 | 1 | |
| 1.432695222 | 1 | |
| 1.426197007 | 1 | |
| 1.423403207 | 1 |
voice_out_short_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 38534 |
|---|---|
| Distinct (%) | 25.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6089095818 |
| Minimum | 0 |
|---|---|
| Maximum | 1.207704776 |
| Zeros | 59169 |
| Zeros (%) | 39.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000227587 |
| Q3 | 1.001272831 |
| 95-th percentile | 1.011910452 |
| Maximum | 1.207704776 |
| Range | 1.207704776 |
| Interquartile range (IQR) | 1.001272831 |
Descriptive statistics
| Standard deviation | 0.4916961522 |
|---|---|
| Coefficient of variation (CV) | 0.8075027341 |
| Kurtosis | -1.811042771 |
| Mean | 0.6089095818 |
| Median Absolute Deviation (MAD) | 0.004457006543 |
| Skewness | -0.4286269184 |
| Sum | 91336.43728 |
| Variance | 0.2417651061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59169 | |
| 1.003675345 | 1091 | 0.7% |
| 1.006406835 | 1075 | 0.7% |
| 1.00238048 | 1072 | 0.7% |
| 1.002923264 | 1039 | 0.7% |
| 1.013872843 | 1033 | 0.7% |
| 1.00908403 | 1030 | 0.7% |
| 1.001975959 | 1020 | 0.7% |
| 1.004760016 | 1020 | 0.7% |
| 1.001666435 | 979 | 0.7% |
| Other values (38524) | 81472 |
| Value | Count | Frequency (%) |
| 0 | 59169 | |
| 1.000000029 | 1 | < 0.1% |
| 1.000000263 | 1 | < 0.1% |
| 1.000000268 | 1 | < 0.1% |
| 1.000000508 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.207704776 | 41 | |
| 1.197043728 | 1 | < 0.1% |
| 1.1884951 | 1 | < 0.1% |
| 1.180900754 | 1 | < 0.1% |
| 1.178628051 | 2 | < 0.1% |
voice_in_tar_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 20609 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.61995128 |
| Minimum | 0 |
|---|---|
| Maximum | 149.3222709 |
| Zeros | 17343 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 37.31106073 |
| median | 59.84977841 |
| Q3 | 75.88255705 |
| 95-th percentile | 94.46935532 |
| Maximum | 149.3222709 |
| Range | 149.3222709 |
| Interquartile range (IQR) | 38.57149632 |
Descriptive statistics
| Standard deviation | 28.79785302 |
|---|---|
| Coefficient of variation (CV) | 0.5272405475 |
| Kurtosis | -0.5773859837 |
| Mean | 54.61995128 |
| Median Absolute Deviation (MAD) | 18.37485134 |
| Skewness | -0.4948017234 |
| Sum | 8192992.692 |
| Variance | 829.3163385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17343 | 11.6% |
| 8.687248223 | 137 | 0.1% |
| 7.964623589 | 117 | 0.1% |
| 9.974411855 | 116 | 0.1% |
| 9.027097853 | 115 | 0.1% |
| 7.578965206 | 115 | 0.1% |
| 9.669720902 | 109 | 0.1% |
| 10.26911687 | 107 | 0.1% |
| 11.61519305 | 107 | 0.1% |
| 11.10002615 | 102 | 0.1% |
| Other values (20599) | 131632 |
| Value | Count | Frequency (%) |
| 0 | 17343 | |
| 1.480453014 | 58 | < 0.1% |
| 2.206948961 | 29 | < 0.1% |
| 2.921812056 | 56 | < 0.1% |
| 3.590290394 | 38 | < 0.1% |
| Value | Count | Frequency (%) |
| 149.3222709 | 1 | |
| 144.5246004 | 1 | |
| 141.5952768 | 1 | |
| 140.0165245 | 1 | |
| 137.3350374 | 1 |
all_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1337 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.83516422 |
| Minimum | 0 |
|---|---|
| Maximum | 109.8824313 |
| Zeros | 2433 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.827795843 |
| Q1 | 14.97017418 |
| median | 21.04654495 |
| Q3 | 26.62986847 |
| 95-th percentile | 34.97660701 |
| Maximum | 109.8824313 |
| Range | 109.8824313 |
| Interquartile range (IQR) | 11.65969429 |
Descriptive statistics
| Standard deviation | 8.905241832 |
|---|---|
| Coefficient of variation (CV) | 0.4274140456 |
| Kurtosis | 1.325494531 |
| Mean | 20.83516422 |
| Median Absolute Deviation (MAD) | 5.83709152 |
| Skewness | 0.2323296444 |
| Sum | 3125274.634 |
| Variance | 79.30333209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2433 | 1.6% |
| 9.974411855 | 1006 | 0.7% |
| 9.669720902 | 1001 | 0.7% |
| 11.86254065 | 982 | 0.7% |
| 9.027097853 | 973 | 0.6% |
| 13.64049984 | 970 | 0.6% |
| 12.56814363 | 970 | 0.6% |
| 13.01132535 | 967 | 0.6% |
| 12.1035869 | 962 | 0.6% |
| 8.687248223 | 959 | 0.6% |
| Other values (1327) | 138777 |
| Value | Count | Frequency (%) |
| 0 | 2433 | |
| 1.480453014 | 488 | 0.3% |
| 2.206948961 | 443 | 0.3% |
| 2.921812056 | 704 | 0.5% |
| 3.590290394 | 553 | 0.4% |
| Value | Count | Frequency (%) |
| 109.8824313 | 1 | |
| 106.9087139 | 1 | |
| 105.308958 | 1 | |
| 97.75658832 | 1 | |
| 97.12813404 | 1 |
voice_mts_out_drest_parttd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 116084 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.05344485524 |
| Minimum | -1.011248633 |
|---|---|
| Maximum | 1.009950143 |
| Zeros | 24991 |
| Zeros (%) | 16.7% |
| Negative | 66511 |
| Negative (%) | 44.3% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.011248633 |
|---|---|
| 5-th percentile | -1.000668067 |
| Q1 | -1.000059268 |
| median | 0 |
| Q3 | 1.000027705 |
| 95-th percentile | 1.000559487 |
| Maximum | 1.009950143 |
| Range | 2.021198776 |
| Interquartile range (IQR) | 2.000086973 |
Descriptive statistics
| Standard deviation | 0.9115788998 |
|---|---|
| Coefficient of variation (CV) | -17.05643875 |
| Kurtosis | -1.787743578 |
| Mean | -0.05344485524 |
| Median Absolute Deviation (MAD) | 1.000042476 |
| Skewness | 0.1054691109 |
| Sum | -8016.728286 |
| Variance | 0.8309760905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24991 | 16.7% |
| 1.00095998 | 215 | 0.1% |
| 1.000012183 | 210 | 0.1% |
| -1.000012183 | 206 | 0.1% |
| 1.001424332 | 197 | 0.1% |
| -1.000108887 | 188 | 0.1% |
| -1.001424332 | 188 | 0.1% |
| -1.000584711 | 186 | 0.1% |
| 1.000108887 | 185 | 0.1% |
| -1.000300379 | 184 | 0.1% |
| Other values (116074) | 123250 |
| Value | Count | Frequency (%) |
| -1.011248633 | 1 | |
| -1.009219129 | 1 | |
| -1.007887685 | 1 | |
| -1.007882386 | 1 | |
| -1.007412385 | 1 |
| Value | Count | Frequency (%) |
| 1.009950143 | 1 | |
| 1.009316975 | 1 | |
| 1.008262731 | 1 | |
| 1.008155692 | 1 | |
| 1.008138093 | 1 |
voice_in_roam_clc_td_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001699529761 |
| Minimum | -8.37295758 |
|---|---|
| Maximum | 4.804977808 |
| Zeros | 149854 |
| Zeros (%) | 99.9% |
| Negative | 135 |
| Negative (%) | 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -8.37295758 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4.804977808 |
| Range | 13.17793539 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07252312083 |
|---|---|
| Coefficient of variation (CV) | -42.672463 |
| Kurtosis | 2969.277473 |
| Mean | -0.001699529761 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -36.67202272 |
| Sum | -254.9294641 |
| Variance | 0.005259603055 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149854 | |
| -1.519363531 | 45 | < 0.1% |
| -2.148019931 | 15 | < 0.1% |
| -1.825571843 | 9 | < 0.1% |
| -1.387680945 | 7 | < 0.1% |
| -2.067436237 | 6 | < 0.1% |
| -1.946387308 | 5 | < 0.1% |
| -2.74163922 | 4 | < 0.1% |
| 1.946387308 | 4 | < 0.1% |
| -2.288547377 | 4 | < 0.1% |
| Other values (34) | 47 | < 0.1% |
| Value | Count | Frequency (%) |
| -8.37295758 | 1 | |
| -6.10781785 | 1 | |
| -4.865612963 | 1 | |
| -4.262240721 | 1 | |
| -4.097836953 | 1 |
| Value | Count | Frequency (%) |
| 4.804977808 | 2 | |
| 3.486190677 | 1 | < 0.1% |
| 1.946387308 | 4 | |
| 1.160965638 | 1 | < 0.1% |
| 1.023203588 | 2 |
voice_mts_in_nwork_part_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 76257 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5613923064 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 69279 |
| Zeros (%) | 46.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000110637 |
| Q3 | 1.014871317 |
| 95-th percentile | 1.128907828 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.014871317 |
Descriptive statistics
| Standard deviation | 0.5231902809 |
|---|---|
| Coefficient of variation (CV) | 0.9319512842 |
| Kurtosis | -1.915829971 |
| Mean | 0.5613923064 |
| Median Absolute Deviation (MAD) | 0.1567868157 |
| Skewness | -0.1119783928 |
| Sum | 84208.84596 |
| Variance | 0.27372807 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69279 | |
| 1.480453014 | 563 | 0.4% |
| 1.023762432 | 21 | < 0.1% |
| 1.082760975 | 15 | < 0.1% |
| 1.03324115 | 15 | < 0.1% |
| 1.049793044 | 15 | < 0.1% |
| 1.002631002 | 15 | < 0.1% |
| 1.013872843 | 14 | < 0.1% |
| 1.00908403 | 14 | < 0.1% |
| 1.004165221 | 13 | < 0.1% |
| Other values (76247) | 80036 |
| Value | Count | Frequency (%) |
| 0 | 69279 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000006 | 1 | < 0.1% |
| 1.000000008 | 1 | < 0.1% |
| 1.00000001 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 563 | |
| 1.480125766 | 1 | < 0.1% |
| 1.478994865 | 1 | < 0.1% |
| 1.478859978 | 1 | < 0.1% |
| 1.47850018 | 1 | < 0.1% |
voice_in_life_part_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1878 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1497435704 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 128299 |
| Zeros (%) | 85.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.019533401 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3649774078 |
|---|---|
| Coefficient of variation (CV) | 2.437349443 |
| Kurtosis | 2.232844785 |
| Mean | 0.1497435704 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.043532444 |
| Sum | 22461.53556 |
| Variance | 0.1332085082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 128299 | |
| 1.023762432 | 388 | 0.3% |
| 1.00908403 | 364 | 0.2% |
| 1.049793044 | 359 | 0.2% |
| 1.017830633 | 357 | 0.2% |
| 1.03324115 | 333 | 0.2% |
| 1.082760975 | 330 | 0.2% |
| 1.013872843 | 322 | 0.2% |
| 1.011100838 | 315 | 0.2% |
| 1.006406835 | 315 | 0.2% |
| Other values (1868) | 18618 | 12.4% |
| Value | Count | Frequency (%) |
| 0 | 128299 | |
| 1.000008575 | 1 | < 0.1% |
| 1.000010785 | 1 | < 0.1% |
| 1.000011932 | 1 | < 0.1% |
| 1.00001308 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 56 | |
| 1.454889611 | 1 | < 0.1% |
| 1.453910893 | 1 | < 0.1% |
| 1.451710038 | 1 | < 0.1% |
| 1.449111292 | 1 | < 0.1% |
voice_mts_in_dwork_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 93161 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.270487747 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 10284 |
| Zeros (%) | 6.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.264063611 |
| median | 1.380494213 |
| Q3 | 1.480453014 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.2163894033 |
Descriptive statistics
| Standard deviation | 0.3643280901 |
|---|---|
| Coefficient of variation (CV) | 0.2867623799 |
| Kurtosis | 7.186982482 |
| Mean | 1.270487747 |
| Median Absolute Deviation (MAD) | 0.09995880102 |
| Skewness | -2.847694909 |
| Sum | 190573.1621 |
| Variance | 0.1327349572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 39129 | 26.1% |
| 0 | 10284 | 6.9% |
| 1.260942818 | 38 | < 0.1% |
| 1.164401954 | 36 | < 0.1% |
| 1.367400612 | 34 | < 0.1% |
| 1.383209542 | 34 | < 0.1% |
| 1.395148847 | 34 | < 0.1% |
| 1.31316983 | 29 | < 0.1% |
| 1.345493163 | 27 | < 0.1% |
| 1.220903412 | 26 | < 0.1% |
| Other values (93151) | 100329 |
| Value | Count | Frequency (%) |
| 0 | 10284 | |
| 1.000000048 | 1 | < 0.1% |
| 1.000000049 | 1 | < 0.1% |
| 1.000000073 | 1 | < 0.1% |
| 1.000000395 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 39129 | |
| 1.480300928 | 1 | < 0.1% |
| 1.480295305 | 1 | < 0.1% |
| 1.480288531 | 1 | < 0.1% |
| 1.480288492 | 1 | < 0.1% |
accum_oth_dur_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 18637 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01466666794 |
| Minimum | -1.00001901 |
|---|---|
| Maximum | 1.000020785 |
| Zeros | 59354 |
| Zeros (%) | 39.6% |
| Negative | 44223 |
| Negative (%) | 29.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.00001901 |
|---|---|
| 5-th percentile | -1.000000025 |
| Q1 | -1 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1.000000037 |
| Maximum | 1.000020785 |
| Range | 2.000039795 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.7772358943 |
|---|---|
| Coefficient of variation (CV) | 52.99335184 |
| Kurtosis | -1.344258065 |
| Mean | 0.01466666794 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.02538046039 |
| Sum | 2200.000191 |
| Variance | 0.6040956354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59354 | |
| -1 | 748 | 0.5% |
| 1 | 741 | 0.5% |
| -1 | 684 | 0.5% |
| -1 | 500 | 0.3% |
| 1 | 446 | 0.3% |
| 1 | 435 | 0.3% |
| -1 | 412 | 0.3% |
| -1 | 387 | 0.3% |
| 1 | 375 | 0.2% |
| Other values (18627) | 85918 |
| Value | Count | Frequency (%) |
| -1.00001901 | 1 | |
| -1.000017998 | 1 | |
| -1.000009468 | 1 | |
| -1.000008967 | 1 | |
| -1.000008601 | 1 |
| Value | Count | Frequency (%) |
| 1.000020785 | 1 | |
| 1.000017584 | 1 | |
| 1.000014258 | 1 | |
| 1.000013551 | 1 | |
| 1.000011926 | 1 |
voice_mts_out_dwork_partmea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 103255 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9211128283 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 29717 |
| Zeros (%) | 19.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.007852533 |
| median | 1.10693813 |
| Q3 | 1.198631795 |
| 95-th percentile | 1.309336165 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1907792629 |
Descriptive statistics
| Standard deviation | 0.4663955429 |
|---|---|
| Coefficient of variation (CV) | 0.5063392112 |
| Kurtosis | 0.1219370004 |
| Mean | 0.9211128283 |
| Median Absolute Deviation (MAD) | 0.0957117169 |
| Skewness | -1.376608612 |
| Sum | 138166.9243 |
| Variance | 0.2175248024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29717 | 19.8% |
| 1.049793044 | 2770 | 1.8% |
| 1.164401954 | 885 | 0.6% |
| 1.013872843 | 411 | 0.3% |
| 1.31316983 | 308 | 0.2% |
| 1.006406835 | 260 | 0.2% |
| 1.101412779 | 241 | 0.2% |
| 1.023762432 | 209 | 0.1% |
| 1.003675345 | 173 | 0.1% |
| 1.029532511 | 147 | 0.1% |
| Other values (103245) | 114879 |
| Value | Count | Frequency (%) |
| 0 | 29717 | |
| 1.000000131 | 1 | < 0.1% |
| 1.000000164 | 1 | < 0.1% |
| 1.000000294 | 1 | < 0.1% |
| 1.000000363 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 117 | |
| 1.477942621 | 1 | < 0.1% |
| 1.47791814 | 1 | < 0.1% |
| 1.476177267 | 1 | < 0.1% |
| 1.475643214 | 1 | < 0.1% |
content_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.219488058 |
| Minimum | 0 |
|---|---|
| Maximum | 63.76222028 |
| Zeros | 94809 |
| Zeros (%) | 63.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.206948961 |
| 95-th percentile | 5.324077125 |
| Maximum | 63.76222028 |
| Range | 63.76222028 |
| Interquartile range (IQR) | 2.206948961 |
Descriptive statistics
| Standard deviation | 1.994397098 |
|---|---|
| Coefficient of variation (CV) | 1.635437989 |
| Kurtosis | 13.11001199 |
| Mean | 1.219488058 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.303768162 |
| Sum | 182923.2087 |
| Variance | 3.977619784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 94809 | |
| 1.480453014 | 14735 | 9.8% |
| 3.590290394 | 8632 | 5.8% |
| 2.921812056 | 8456 | 5.6% |
| 2.206948961 | 8152 | 5.4% |
| 4.210401996 | 4256 | 2.8% |
| 4.786566308 | 3336 | 2.2% |
| 5.324077125 | 1935 | 1.3% |
| 5.827795843 | 1280 | 0.9% |
| 6.30189811 | 945 | 0.6% |
| Other values (67) | 3464 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 94809 | |
| 1.480453014 | 14735 | 9.8% |
| 2.206948961 | 8152 | 5.4% |
| 2.921812056 | 8456 | 5.6% |
| 3.590290394 | 8632 | 5.8% |
| Value | Count | Frequency (%) |
| 63.76222028 | 1 | |
| 30.47779396 | 1 | |
| 28.3084283 | 1 | |
| 27.9089715 | 1 | |
| 27.79252605 | 1 |
data_3g_tv_cnt_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 8305 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1859140497 |
| Minimum | -37.98134059 |
|---|---|
| Maximum | 39.38117437 |
| Zeros | 40635 |
| Zeros (%) | 27.1% |
| Negative | 48528 |
| Negative (%) | 32.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -37.98134059 |
|---|---|
| 5-th percentile | -2.654220137 |
| Q1 | -1.011924485 |
| median | 0 |
| Q3 | 1.0748555 |
| 95-th percentile | 3.371431883 |
| Maximum | 39.38117437 |
| Range | 77.36251496 |
| Interquartile range (IQR) | 2.086779986 |
Descriptive statistics
| Standard deviation | 2.359422703 |
|---|---|
| Coefficient of variation (CV) | 12.69093275 |
| Kurtosis | 19.03291441 |
| Mean | 0.1859140497 |
| Median Absolute Deviation (MAD) | 1.036270046 |
| Skewness | 0.2782912919 |
| Sum | 27887.10746 |
| Variance | 5.56687549 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40635 | 27.1% |
| -1.001424332 | 590 | 0.4% |
| 1.001424332 | 585 | 0.4% |
| 1.00095998 | 584 | 0.4% |
| 1.005491992 | 535 | 0.4% |
| 1.00372538 | 518 | 0.3% |
| -1.005491992 | 496 | 0.3% |
| 1.000584711 | 475 | 0.3% |
| -1.00372538 | 474 | 0.3% |
| 1.00043106 | 473 | 0.3% |
| Other values (8295) | 104635 |
| Value | Count | Frequency (%) |
| -37.98134059 | 1 | |
| -34.53552048 | 1 | |
| -32.72042263 | 1 | |
| -31.05081045 | 1 | |
| -30.61051608 | 1 |
| Value | Count | Frequency (%) |
| 39.38117437 | 1 | |
| 38.43101909 | 1 | |
| 35.49980076 | 1 | |
| 35.17741922 | 1 | |
| 32.5458321 | 1 |
voice_in_mts_avg_dur_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 63740 |
|---|---|
| Distinct (%) | 42.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.57887763 |
| Minimum | 0 |
|---|---|
| Maximum | 70.66247426 |
| Zeros | 25488 |
| Zeros (%) | 17.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.33104765 |
| median | 22.56073523 |
| Q3 | 30.72252904 |
| 95-th percentile | 41.77276914 |
| Maximum | 70.66247426 |
| Range | 70.66247426 |
| Interquartile range (IQR) | 16.39148139 |
Descriptive statistics
| Standard deviation | 12.99021457 |
|---|---|
| Coefficient of variation (CV) | 0.6019874987 |
| Kurtosis | -0.6277348005 |
| Mean | 21.57887763 |
| Median Absolute Deviation (MAD) | 8.190896317 |
| Skewness | -0.1901638275 |
| Sum | 3236831.644 |
| Variance | 168.7456746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25488 | 17.0% |
| 10.83132398 | 190 | 0.1% |
| 10.55454345 | 185 | 0.1% |
| 9.974411855 | 185 | 0.1% |
| 11.10002615 | 182 | 0.1% |
| 13.01132535 | 175 | 0.1% |
| 14.42168393 | 168 | 0.1% |
| 9.669720902 | 166 | 0.1% |
| 11.36116158 | 165 | 0.1% |
| 7.964623589 | 165 | 0.1% |
| Other values (63730) | 122931 |
| Value | Count | Frequency (%) |
| 0 | 25488 | |
| 1.480453014 | 32 | < 0.1% |
| 1.839588705 | 3 | < 0.1% |
| 2.206948961 | 33 | < 0.1% |
| 2.569415055 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 70.66247426 | 1 | |
| 66.72046629 | 1 | |
| 66.44468891 | 1 | |
| 65.80868984 | 1 | |
| 60.42420954 | 1 |
voice_mts_in_drest_part_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 109026 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.911981981 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 27024 |
| Zeros (%) | 18.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.00602583 |
| median | 1.049793044 |
| Q3 | 1.123126304 |
| 95-th percentile | 1.388148357 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.1171004733 |
Descriptive statistics
| Standard deviation | 0.4414174418 |
|---|---|
| Coefficient of variation (CV) | 0.484019916 |
| Kurtosis | 0.4692070808 |
| Mean | 0.911981981 |
| Median Absolute Deviation (MAD) | 0.04950941463 |
| Skewness | -1.399486069 |
| Sum | 136797.2972 |
| Variance | 0.194849358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27024 | 18.0% |
| 1.480453014 | 4747 | 3.2% |
| 1.082760975 | 78 | 0.1% |
| 1.164401954 | 71 | < 0.1% |
| 1.049793044 | 49 | < 0.1% |
| 1.260942818 | 48 | < 0.1% |
| 1.113213566 | 39 | < 0.1% |
| 1.03324115 | 37 | < 0.1% |
| 1.220903412 | 35 | < 0.1% |
| 1.063158942 | 27 | < 0.1% |
| Other values (109016) | 117845 |
| Value | Count | Frequency (%) |
| 0 | 27024 | |
| 1.000000018 | 1 | < 0.1% |
| 1.000000026 | 1 | < 0.1% |
| 1.000000032 | 1 | < 0.1% |
| 1.000000047 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 4747 | |
| 1.480226577 | 1 | < 0.1% |
| 1.480156558 | 1 | < 0.1% |
| 1.480141363 | 1 | < 0.1% |
| 1.479734809 | 1 | < 0.1% |
pay_avg_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 320 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0496296353 |
| Minimum | -46.51407661 |
|---|---|
| Maximum | 48.7308926 |
| Zeros | 149277 |
| Zeros (%) | 99.5% |
| Negative | 20 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -46.51407661 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48.7308926 |
| Range | 95.24496921 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9514459503 |
|---|---|
| Coefficient of variation (CV) | 19.17092367 |
| Kurtosis | 616.2540088 |
| Mean | 0.0496296353 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.99529787 |
| Sum | 7444.445295 |
| Variance | 0.9052493964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149277 | |
| 6.749901739 | 57 | < 0.1% |
| 10.26911687 | 38 | < 0.1% |
| 16.45925281 | 33 | < 0.1% |
| 22.29933738 | 29 | < 0.1% |
| 12.79226812 | 22 | < 0.1% |
| 2.206948961 | 22 | < 0.1% |
| 4.210401996 | 14 | < 0.1% |
| 8.687248223 | 14 | < 0.1% |
| 4.786566308 | 11 | < 0.1% |
| Other values (310) | 483 | 0.3% |
| Value | Count | Frequency (%) |
| -46.51407661 | 1 | |
| -40.25399929 | 1 | |
| -39.06409659 | 1 | |
| -31.8590149 | 1 | |
| -29.1123722 | 1 |
| Value | Count | Frequency (%) |
| 48.7308926 | 1 | |
| 47.28768379 | 1 | |
| 36.92330223 | 1 | |
| 33.57110757 | 2 | |
| 32.38373528 | 2 |
conn_out_uniq_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 171 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.798701743 |
| Minimum | 0 |
|---|---|
| Maximum | 57.19147541 |
| Zeros | 19868 |
| Zeros (%) | 13.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.921812056 |
| median | 5.827795843 |
| Q3 | 8.333535892 |
| 95-th percentile | 12.33868121 |
| Maximum | 57.19147541 |
| Range | 57.19147541 |
| Interquartile range (IQR) | 5.411723836 |
Descriptive statistics
| Standard deviation | 3.885727601 |
|---|---|
| Coefficient of variation (CV) | 0.6701030288 |
| Kurtosis | 0.8508834743 |
| Mean | 5.798701743 |
| Median Absolute Deviation (MAD) | 2.859452379 |
| Skewness | 0.5090337707 |
| Sum | 869805.2614 |
| Variance | 15.09887899 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19868 | 13.2% |
| 5.324077125 | 8110 | 5.4% |
| 4.210401996 | 8041 | 5.4% |
| 4.786566308 | 7926 | 5.3% |
| 3.590290394 | 7729 | 5.2% |
| 5.827795843 | 7595 | 5.1% |
| 2.921812056 | 7333 | 4.9% |
| 1.480453014 | 7155 | 4.8% |
| 6.30189811 | 7083 | 4.7% |
| 2.206948961 | 6745 | 4.5% |
| Other values (161) | 62415 |
| Value | Count | Frequency (%) |
| 0 | 19868 | |
| 1.480453014 | 7155 | 4.8% |
| 2.206948961 | 6745 | 4.5% |
| 2.921812056 | 7333 | 4.9% |
| 3.590290394 | 7729 | 5.2% |
| Value | Count | Frequency (%) |
| 57.19147541 | 1 | |
| 44.80770573 | 1 | |
| 40.25399929 | 1 | |
| 37.82578912 | 1 | |
| 37.79766736 | 1 |
voice_mts_out_nwork_partmea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 14049 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5004926405 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 77801 |
| Zeros (%) | 51.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.011100838 |
| 95-th percentile | 1.105008219 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.011100838 |
Descriptive statistics
| Standard deviation | 0.5218892481 |
|---|---|
| Coefficient of variation (CV) | 1.042751093 |
| Kurtosis | -1.934616507 |
| Mean | 0.5004926405 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.1057210005 |
| Sum | 75073.89607 |
| Variance | 0.2723683873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 77801 | |
| 1.049793044 | 527 | 0.4% |
| 1.023762432 | 520 | 0.3% |
| 1.03324115 | 494 | 0.3% |
| 1.082760975 | 493 | 0.3% |
| 1.017830633 | 491 | 0.3% |
| 1.480453014 | 471 | 0.3% |
| 1.013872843 | 466 | 0.3% |
| 1.011100838 | 462 | 0.3% |
| 1.00757098 | 431 | 0.3% |
| Other values (14039) | 67844 |
| Value | Count | Frequency (%) |
| 0 | 77801 | |
| 1.000002349 | 1 | < 0.1% |
| 1.000002988 | 1 | < 0.1% |
| 1.000003217 | 1 | < 0.1% |
| 1.00000372 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 471 | |
| 1.476362314 | 1 | < 0.1% |
| 1.470972417 | 1 | < 0.1% |
| 1.470423722 | 1 | < 0.1% |
| 1.468922184 | 1 | < 0.1% |
voice_out_tar_dur_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 9056 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.88290634 |
| Minimum | 0 |
|---|---|
| Maximum | 148.0774395 |
| Zeros | 11675 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 43.55686516 |
| median | 64.75708517 |
| Q3 | 79.22483564 |
| 95-th percentile | 96.17788116 |
| Maximum | 148.0774395 |
| Range | 148.0774395 |
| Interquartile range (IQR) | 35.66797048 |
Descriptive statistics
| Standard deviation | 27.99377747 |
|---|---|
| Coefficient of variation (CV) | 0.4754143301 |
| Kurtosis | -0.3214544528 |
| Mean | 58.88290634 |
| Median Absolute Deviation (MAD) | 16.74346852 |
| Skewness | -0.6596311384 |
| Sum | 8832435.952 |
| Variance | 783.6515772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11675 | 7.8% |
| 4.210401996 | 1309 | 0.9% |
| 6.749901739 | 938 | 0.6% |
| 8.687248223 | 656 | 0.4% |
| 10.26911687 | 575 | 0.4% |
| 11.61519305 | 497 | 0.3% |
| 12.79226812 | 474 | 0.3% |
| 13.84160798 | 375 | 0.2% |
| 14.79061749 | 365 | 0.2% |
| 16.45925281 | 360 | 0.2% |
| Other values (9046) | 132776 |
| Value | Count | Frequency (%) |
| 0 | 11675 | |
| 4.210401996 | 1309 | 0.9% |
| 4.47742162 | 27 | < 0.1% |
| 4.786566308 | 20 | < 0.1% |
| 5.148887986 | 39 | < 0.1% |
| Value | Count | Frequency (%) |
| 148.0774395 | 1 | |
| 143.8192989 | 1 | |
| 142.3932456 | 1 | |
| 140.6046687 | 1 | |
| 139.6041325 | 1 |
sms_out_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1339 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4954526943 |
| Minimum | 0 |
|---|---|
| Maximum | 40.16004286 |
| Zeros | 115736 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.206948961 |
| Maximum | 40.16004286 |
| Range | 40.16004286 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.425974141 |
|---|---|
| Coefficient of variation (CV) | 2.878123698 |
| Kurtosis | 82.04629166 |
| Mean | 0.4954526943 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.17813024 |
| Sum | 74317.90414 |
| Variance | 2.033402249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 115736 | |
| 1.164401954 | 13011 | 8.7% |
| 1.480453014 | 4495 | 3.0% |
| 1.839588705 | 2144 | 1.4% |
| 1.207704776 | 1908 | 1.3% |
| 1.45108808 | 1615 | 1.1% |
| 2.206948961 | 984 | 0.7% |
| 1.7768194 | 703 | 0.5% |
| 2.569415055 | 555 | 0.4% |
| 2.921812056 | 400 | 0.3% |
| Other values (1329) | 8449 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 115736 | |
| 1.164401954 | 13011 | 8.7% |
| 1.207704776 | 1908 | 1.3% |
| 1.356301179 | 352 | 0.2% |
| 1.45108808 | 1615 | 1.1% |
| Value | Count | Frequency (%) |
| 40.16004286 | 1 | |
| 34.56616809 | 1 | |
| 32.96576973 | 1 | |
| 32.01833773 | 1 | |
| 31.31998383 | 1 |
non_accum_internet_vol_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 113415 |
|---|---|
| Distinct (%) | 75.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131.9977874 |
| Minimum | -81.81438319 |
|---|---|
| Maximum | 377.2774385 |
| Zeros | 31385 |
| Zeros (%) | 20.9% |
| Negative | 290 |
| Negative (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -81.81438319 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.866942601 |
| median | 162.9672853 |
| Q3 | 212.2132109 |
| 95-th percentile | 258.5116731 |
| Maximum | 377.2774385 |
| Range | 459.0918217 |
| Interquartile range (IQR) | 204.3462683 |
Descriptive statistics
| Standard deviation | 95.95956827 |
|---|---|
| Coefficient of variation (CV) | 0.7269786121 |
| Kurtosis | -1.440773232 |
| Mean | 131.9977874 |
| Median Absolute Deviation (MAD) | 67.25123162 |
| Skewness | -0.2914537064 |
| Sum | 19799668.11 |
| Variance | 9208.238743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31385 | 20.9% |
| 1.049793044 | 920 | 0.6% |
| 1.164401954 | 307 | 0.2% |
| 1.31316983 | 205 | 0.1% |
| 1.480453014 | 151 | 0.1% |
| 1.839588705 | 134 | 0.1% |
| 1.657607816 | 109 | 0.1% |
| 2.023336405 | 92 | 0.1% |
| 2.206948961 | 90 | 0.1% |
| 2.569415055 | 68 | < 0.1% |
| Other values (113405) | 116539 |
| Value | Count | Frequency (%) |
| -81.81438319 | 1 | |
| -72.75491533 | 1 | |
| -66.23874455 | 1 | |
| -66.18662864 | 1 | |
| -66.17616165 | 1 |
| Value | Count | Frequency (%) |
| 377.2774385 | 1 | |
| 369.4195558 | 1 | |
| 347.8811436 | 1 | |
| 341.5057888 | 1 | |
| 340.9937582 | 1 |
voice_in_td_cnt_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 213 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.216728148 |
| Minimum | 0 |
|---|---|
| Maximum | 53.94827308 |
| Zeros | 44827 |
| Zeros (%) | 29.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.210401996 |
| Q3 | 8.687248223 |
| 95-th percentile | 15.14662631 |
| Maximum | 53.94827308 |
| Range | 53.94827308 |
| Interquartile range (IQR) | 8.687248223 |
Descriptive statistics
| Standard deviation | 5.240413826 |
|---|---|
| Coefficient of variation (CV) | 1.004540332 |
| Kurtosis | 0.3722402657 |
| Mean | 5.216728148 |
| Median Absolute Deviation (MAD) | 4.210401996 |
| Skewness | 0.937963231 |
| Sum | 782509.2223 |
| Variance | 27.46193707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44827 | |
| 1.480453014 | 10013 | 6.7% |
| 2.206948961 | 7637 | 5.1% |
| 2.921812056 | 6629 | 4.4% |
| 3.590290394 | 5690 | 3.8% |
| 4.210401996 | 5180 | 3.5% |
| 4.786566308 | 4666 | 3.1% |
| 5.324077125 | 4358 | 2.9% |
| 5.827795843 | 4051 | 2.7% |
| 6.30189811 | 3650 | 2.4% |
| Other values (203) | 53299 |
| Value | Count | Frequency (%) |
| 0 | 44827 | |
| 1.480453014 | 10013 | 6.7% |
| 2.206948961 | 7637 | 5.1% |
| 2.921812056 | 6629 | 4.4% |
| 3.590290394 | 5690 | 3.8% |
| Value | Count | Frequency (%) |
| 53.94827308 | 1 | |
| 42.87124622 | 1 | |
| 40.08630216 | 1 | |
| 35.38217056 | 1 | |
| 34.52363878 | 1 |
voice_in_td_cnt_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 251 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.975162282 |
| Minimum | 0 |
|---|---|
| Maximum | 53.94827308 |
| Zeros | 29237 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.206948961 |
| median | 6.30189811 |
| Q3 | 11.10002615 |
| 95-th percentile | 17.34626355 |
| Maximum | 53.94827308 |
| Range | 53.94827308 |
| Interquartile range (IQR) | 8.893077188 |
Descriptive statistics
| Standard deviation | 5.783724945 |
|---|---|
| Coefficient of variation (CV) | 0.8291885854 |
| Kurtosis | -0.1538454006 |
| Mean | 6.975162282 |
| Median Absolute Deviation (MAD) | 4.798128038 |
| Skewness | 0.6342849851 |
| Sum | 1046274.342 |
| Variance | 33.45147424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29237 | |
| 1.480453014 | 8123 | 5.4% |
| 2.206948961 | 6633 | 4.4% |
| 2.921812056 | 5781 | 3.9% |
| 3.590290394 | 5385 | 3.6% |
| 4.210401996 | 5045 | 3.4% |
| 4.786566308 | 4557 | 3.0% |
| 5.324077125 | 4429 | 3.0% |
| 5.827795843 | 4137 | 2.8% |
| 6.30189811 | 3825 | 2.5% |
| Other values (241) | 72848 |
| Value | Count | Frequency (%) |
| 0 | 29237 | |
| 1.480453014 | 8123 | 5.4% |
| 2.206948961 | 6633 | 4.4% |
| 2.921812056 | 5781 | 3.9% |
| 3.590290394 | 5385 | 3.6% |
| Value | Count | Frequency (%) |
| 53.94827308 | 1 | |
| 49.55175864 | 1 | |
| 45.15723399 | 1 | |
| 40.86088893 | 1 | |
| 37.16476998 | 1 |
Ama_rchrgmnt_sum_min_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
content_clc_max_mnt1
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 240 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05602862414 |
| Minimum | 0 |
|---|---|
| Maximum | 31.50470831 |
| Zeros | 147176 |
| Zeros (%) | 98.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 31.50470831 |
| Range | 31.50470831 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7097375833 |
|---|---|
| Coefficient of variation (CV) | 12.66741053 |
| Kurtosis | 686.598207 |
| Mean | 0.05602862414 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.85306799 |
| Sum | 8404.293621 |
| Variance | 0.5037274372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147176 | |
| 1.335271319 | 1406 | 0.9% |
| 1.889929983 | 363 | 0.2% |
| 1.109485035 | 91 | 0.1% |
| 2.463678086 | 75 | 0.1% |
| 1.148322296 | 64 | < 0.1% |
| 1.164401954 | 59 | < 0.1% |
| 1.335336222 | 38 | < 0.1% |
| 3.539668309 | 34 | < 0.1% |
| 22.40636871 | 29 | < 0.1% |
| Other values (230) | 665 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 147176 | |
| 1.059022846 | 1 | < 0.1% |
| 1.061674421 | 1 | < 0.1% |
| 1.072791017 | 2 | < 0.1% |
| 1.078599093 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.50470831 | 1 | < 0.1% |
| 29.47220096 | 1 | < 0.1% |
| 28.40174401 | 1 | < 0.1% |
| 27.06582606 | 3 | |
| 27.01716766 | 1 | < 0.1% |
num_act_days_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.58619163 |
| Minimum | 0 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 7076 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 4.786566308 |
| median | 5.324077125 |
| Q3 | 5.324077125 |
| 95-th percentile | 5.324077125 |
| Maximum | 5.324077125 |
| Range | 5.324077125 |
| Interquartile range (IQR) | 0.5375108171 |
Descriptive statistics
| Standard deviation | 1.380358467 |
|---|---|
| Coefficient of variation (CV) | 0.3009814194 |
| Kurtosis | 3.806346032 |
| Mean | 4.58619163 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.15458969 |
| Sum | 687928.7445 |
| Variance | 1.905389496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.324077125 | 95268 | |
| 4.786566308 | 17708 | 11.8% |
| 4.210401996 | 9778 | 6.5% |
| 0 | 7076 | 4.7% |
| 3.590290394 | 6745 | 4.5% |
| 2.921812056 | 5321 | 3.5% |
| 2.206948961 | 4162 | 2.8% |
| 1.480453014 | 3942 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 7076 | |
| 1.480453014 | 3942 | |
| 2.206948961 | 4162 | |
| 2.921812056 | 5321 | |
| 3.590290394 | 6745 |
| Value | Count | Frequency (%) |
| 5.324077125 | 95268 | |
| 4.786566308 | 17708 | 11.8% |
| 4.210401996 | 9778 | 6.5% |
| 3.590290394 | 6745 | 4.5% |
| 2.921812056 | 5321 | 3.5% |
sms_in_cnt_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 271 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.730002696 |
| Minimum | 0 |
|---|---|
| Maximum | 54.10854009 |
| Zeros | 28267 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.480453014 |
| median | 2.921812056 |
| Q3 | 5.324077125 |
| 95-th percentile | 10.55454345 |
| Maximum | 54.10854009 |
| Range | 54.10854009 |
| Interquartile range (IQR) | 3.843624111 |
Descriptive statistics
| Standard deviation | 3.564616479 |
|---|---|
| Coefficient of variation (CV) | 0.9556605637 |
| Kurtosis | 8.068318728 |
| Mean | 3.730002696 |
| Median Absolute Deviation (MAD) | 1.441359042 |
| Skewness | 2.008357682 |
| Sum | 559500.4044 |
| Variance | 12.70649064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28267 | |
| 1.480453014 | 20570 | |
| 2.206948961 | 19655 | |
| 2.921812056 | 14467 | |
| 3.590290394 | 11730 | |
| 4.210401996 | 9051 | 6.0% |
| 4.786566308 | 6998 | 4.7% |
| 5.324077125 | 5701 | 3.8% |
| 5.827795843 | 4704 | 3.1% |
| 6.30189811 | 3790 | 2.5% |
| Other values (261) | 25067 |
| Value | Count | Frequency (%) |
| 0 | 28267 | |
| 1.480453014 | 20570 | |
| 2.206948961 | 19655 | |
| 2.921812056 | 14467 | |
| 3.590290394 | 11730 |
| Value | Count | Frequency (%) |
| 54.10854009 | 1 | |
| 48.68942831 | 1 | |
| 46.84358942 | 1 | |
| 46.17756345 | 1 | |
| 46.06378095 | 1 |
voice_in_roam_clc_max_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01701903591 |
| Minimum | 0 |
|---|---|
| Maximum | 38.58721913 |
| Zeros | 149854 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 38.58721913 |
| Range | 38.58721913 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.575104488 |
|---|---|
| Coefficient of variation (CV) | 33.79183704 |
| Kurtosis | 1543.263565 |
| Mean | 0.01701903591 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 37.50364262 |
| Sum | 2552.855387 |
| Variance | 0.3307451721 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149854 | |
| 12.21033147 | 58 | < 0.1% |
| 15.9956774 | 24 | < 0.1% |
| 26.62102185 | 19 | < 0.1% |
| 20.13960725 | 15 | < 0.1% |
| 17.18935823 | 10 | < 0.1% |
| 20.56367739 | 6 | < 0.1% |
| 23.16303128 | 2 | < 0.1% |
| 21.74906374 | 2 | < 0.1% |
| 25.2960249 | 2 | < 0.1% |
| Other values (8) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149854 | |
| 8.921905742 | 1 | < 0.1% |
| 12.21033147 | 58 | < 0.1% |
| 15.9956774 | 24 | < 0.1% |
| 17.18935823 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 38.58721913 | 1 | |
| 33.64527163 | 1 | |
| 33.19420601 | 1 | |
| 31.04721889 | 1 | |
| 28.91640317 | 1 |
pay_sum_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 1459 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.868261836 |
| Minimum | -48.71431966 |
|---|---|
| Maximum | 75.48282529 |
| Zeros | 120001 |
| Zeros (%) | 80.0% |
| Negative | 3 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -48.71431966 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 28.02437138 |
| Maximum | 75.48282529 |
| Range | 124.1971449 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.23583789 |
|---|---|
| Coefficient of variation (CV) | 2.102565194 |
| Kurtosis | 1.732216231 |
| Mean | 4.868261836 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.796642385 |
| Sum | 730239.2754 |
| Variance | 104.7723773 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120001 | |
| 22.29933738 | 2810 | 1.9% |
| 26.17309696 | 2661 | 1.8% |
| 23.99960696 | 2231 | 1.5% |
| 29.12504295 | 1831 | 1.2% |
| 24.76754894 | 1722 | 1.1% |
| 24.38962268 | 1380 | 0.9% |
| 25.49022445 | 1121 | 0.7% |
| 31.96388736 | 1116 | 0.7% |
| 28.02437138 | 865 | 0.6% |
| Other values (1449) | 14262 | 9.5% |
| Value | Count | Frequency (%) |
| -48.71431966 | 1 | < 0.1% |
| -40.34803906 | 1 | < 0.1% |
| -15.65849494 | 1 | < 0.1% |
| 0 | 120001 | |
| 1.00908403 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 75.48282529 | 1 | |
| 72.49599656 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 1 | |
| 67.12657433 | 1 |
voice_mts_out_nwork_partstd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 105259 |
|---|---|
| Distinct (%) | 70.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.794895455 |
| Minimum | 0 |
|---|---|
| Maximum | 1.17253086 |
| Zeros | 32537 |
| Zeros (%) | 21.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000230966 |
| median | 1.004899447 |
| Q3 | 1.014807932 |
| 95-th percentile | 1.052946614 |
| Maximum | 1.17253086 |
| Range | 1.17253086 |
| Interquartile range (IQR) | 0.01457696548 |
Descriptive statistics
| Standard deviation | 0.4186930324 |
|---|---|
| Coefficient of variation (CV) | 0.5267271687 |
| Kurtosis | -0.1189989204 |
| Mean | 0.794895455 |
| Median Absolute Deviation (MAD) | 0.007925093157 |
| Skewness | -1.367786732 |
| Sum | 119234.3183 |
| Variance | 0.1753038554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32537 | 21.7% |
| 1.064320397 | 1169 | 0.8% |
| 1.01817803 | 446 | 0.3% |
| 1.008440556 | 371 | 0.2% |
| 1.00485579 | 295 | 0.2% |
| 1.003150561 | 257 | 0.2% |
| 1.002208149 | 223 | 0.1% |
| 1.001256603 | 184 | 0.1% |
| 1.001633101 | 178 | 0.1% |
| 1.00099675 | 173 | 0.1% |
| Other values (105249) | 114167 |
| Value | Count | Frequency (%) |
| 0 | 32537 | |
| 1.00000012 | 1 | < 0.1% |
| 1.000000126 | 1 | < 0.1% |
| 1.00000018 | 1 | < 0.1% |
| 1.000000333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.17253086 | 1 | |
| 1.165169324 | 1 | |
| 1.161063722 | 1 | |
| 1.160290336 | 2 | |
| 1.15683667 | 1 |
all_cnt_std_mnt3
Real number (ℝ)
| Distinct | 88362 |
|---|---|
| Distinct (%) | 58.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.50512294 |
| Minimum | 0 |
|---|---|
| Maximum | 88.16443083 |
| Zeros | 308 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.750337038 |
| Q1 | 9.10839809 |
| median | 12.41936058 |
| Q3 | 16.65591956 |
| 95-th percentile | 25.06805109 |
| Maximum | 88.16443083 |
| Range | 88.16443083 |
| Interquartile range (IQR) | 7.547521471 |
Descriptive statistics
| Standard deviation | 6.2371912 |
|---|---|
| Coefficient of variation (CV) | 0.4618389056 |
| Kurtosis | 4.609243733 |
| Mean | 13.50512294 |
| Median Absolute Deviation (MAD) | 3.662839913 |
| Skewness | 1.393450214 |
| Sum | 2025768.442 |
| Variance | 38.90255406 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 308 | 0.2% |
| 1.064320397 | 57 | < 0.1% |
| 6.177997481 | 23 | < 0.1% |
| 1.207704776 | 23 | < 0.1% |
| 8.037474494 | 22 | < 0.1% |
| 1.38913981 | 21 | < 0.1% |
| 2.010130606 | 21 | < 0.1% |
| 6.108981085 | 20 | < 0.1% |
| 7.305181996 | 19 | < 0.1% |
| 6.36152534 | 19 | < 0.1% |
| Other values (88352) | 149467 |
| Value | Count | Frequency (%) |
| 0 | 308 | |
| 1.064320397 | 57 | < 0.1% |
| 1.102789099 | 1 | < 0.1% |
| 1.10808554 | 13 | < 0.1% |
| 1.139222859 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 88.16443083 | 1 | |
| 85.97176118 | 1 | |
| 82.54256745 | 1 | |
| 82.0430011 | 1 | |
| 79.26826701 | 1 |
voice_mts_in_nwork_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 124539 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8606208963 |
| Minimum | 0 |
|---|---|
| Maximum | 1.167970476 |
| Zeros | 23206 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.001219495 |
| median | 1.007399247 |
| Q3 | 1.020244779 |
| 95-th percentile | 1.063907294 |
| Maximum | 1.167970476 |
| Range | 1.167970476 |
| Interquartile range (IQR) | 0.01902528364 |
Descriptive statistics
| Standard deviation | 0.3687024673 |
|---|---|
| Coefficient of variation (CV) | 0.4284144957 |
| Kurtosis | 1.624547376 |
| Mean | 0.8606208963 |
| Median Absolute Deviation (MAD) | 0.00733331238 |
| Skewness | -1.897712099 |
| Sum | 129093.1344 |
| Variance | 0.1359415094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23206 | 15.5% |
| 1.064320397 | 1407 | 0.9% |
| 1.10808554 | 114 | 0.1% |
| 1.008440556 | 22 | < 0.1% |
| 1.139222859 | 21 | < 0.1% |
| 1.01817803 | 19 | < 0.1% |
| 1.00485579 | 12 | < 0.1% |
| 1.003150561 | 8 | < 0.1% |
| 1.015201197 | 7 | < 0.1% |
| 1.030979552 | 7 | < 0.1% |
| Other values (124529) | 125177 |
| Value | Count | Frequency (%) |
| 0 | 23206 | |
| 1 | 1 | < 0.1% |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| 1.000000002 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.167970476 | 1 | < 0.1% |
| 1.161607069 | 1 | < 0.1% |
| 1.160827413 | 1 | < 0.1% |
| 1.160640076 | 1 | < 0.1% |
| 1.160290336 | 3 |
sms_out_cnt_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 45 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01323626337 |
| Minimum | 0 |
|---|---|
| Maximum | 60.98506843 |
| Zeros | 149477 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 60.98506843 |
| Range | 60.98506843 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3452540963 |
|---|---|
| Coefficient of variation (CV) | 26.08395488 |
| Kurtosis | 7789.581931 |
| Mean | 0.01323626337 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 64.82841666 |
| Sum | 1985.439505 |
| Variance | 0.119200391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149477 | |
| 1.480453014 | 231 | 0.2% |
| 2.206948961 | 81 | 0.1% |
| 2.921812056 | 47 | < 0.1% |
| 4.786566308 | 20 | < 0.1% |
| 3.590290394 | 16 | < 0.1% |
| 4.210401996 | 13 | < 0.1% |
| 5.827795843 | 13 | < 0.1% |
| 6.30189811 | 12 | < 0.1% |
| 5.324077125 | 10 | < 0.1% |
| Other values (35) | 80 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149477 | |
| 1.480453014 | 231 | 0.2% |
| 2.206948961 | 81 | 0.1% |
| 2.921812056 | 47 | < 0.1% |
| 3.590290394 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 60.98506843 | 1 | |
| 24.9155146 | 1 | |
| 23.75943179 | 1 | |
| 23.00874495 | 1 | |
| 20.41917452 | 1 |
pay_max_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 6490 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.430145 |
| Minimum | 0 |
|---|---|
| Maximum | 61.25789741 |
| Zeros | 51277 |
| Zeros (%) | 34.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 16.45925281 |
| Q3 | 19.75525126 |
| 95-th percentile | 24.76754894 |
| Maximum | 61.25789741 |
| Range | 61.25789741 |
| Interquartile range (IQR) | 19.75525126 |
Descriptive statistics
| Standard deviation | 9.808253098 |
|---|---|
| Coefficient of variation (CV) | 0.7890698862 |
| Kurtosis | -1.217580001 |
| Mean | 12.430145 |
| Median Absolute Deviation (MAD) | 5.840084579 |
| Skewness | -0.1774061054 |
| Sum | 1864521.75 |
| Variance | 96.20182884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51277 | |
| 16.45925281 | 9806 | 6.5% |
| 19.75525126 | 8723 | 5.8% |
| 17.89928393 | 8066 | 5.4% |
| 18.55320686 | 5835 | 3.9% |
| 22.29933738 | 5136 | 3.4% |
| 18.2311323 | 4975 | 3.3% |
| 24.76754894 | 4010 | 2.7% |
| 19.17043973 | 3839 | 2.6% |
| 21.34785349 | 2896 | 1.9% |
| Other values (6480) | 45437 |
| Value | Count | Frequency (%) |
| 0 | 51277 | |
| 1.00238048 | 1 | < 0.1% |
| 1.007426595 | 1 | < 0.1% |
| 1.00908403 | 1 | < 0.1% |
| 1.012843391 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.25789741 | 1 | |
| 57.02418135 | 1 | |
| 56.77016268 | 1 | |
| 56.33829835 | 1 | |
| 54.36309795 | 1 |
voice_out_td_cnt_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 419 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.5480049 |
| Minimum | 0 |
|---|---|
| Maximum | 48.55043987 |
| Zeros | 11675 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.578965206 |
| median | 12.79226812 |
| Q3 | 17.62631161 |
| 95-th percentile | 23.99960696 |
| Maximum | 48.55043987 |
| Range | 48.55043987 |
| Interquartile range (IQR) | 10.0473464 |
Descriptive statistics
| Standard deviation | 7.198518078 |
|---|---|
| Coefficient of variation (CV) | 0.5736782967 |
| Kurtosis | -0.5107367589 |
| Mean | 12.5480049 |
| Median Absolute Deviation (MAD) | 5.107015807 |
| Skewness | 0.03012246271 |
| Sum | 1882200.735 |
| Variance | 51.81866252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11675 | 7.8% |
| 1.480453014 | 3723 | 2.5% |
| 2.206948961 | 2615 | 1.7% |
| 2.921812056 | 2325 | 1.6% |
| 3.590290394 | 2222 | 1.5% |
| 5.827795843 | 2197 | 1.5% |
| 4.210401996 | 2163 | 1.4% |
| 9.669720902 | 2156 | 1.4% |
| 6.749901739 | 2126 | 1.4% |
| 8.333535892 | 2120 | 1.4% |
| Other values (409) | 116678 |
| Value | Count | Frequency (%) |
| 0 | 11675 | |
| 1.480453014 | 3723 | 2.5% |
| 2.206948961 | 2615 | 1.7% |
| 2.921812056 | 2325 | 1.6% |
| 3.590290394 | 2222 | 1.5% |
| Value | Count | Frequency (%) |
| 48.55043987 | 1 | |
| 45.9820024 | 1 | |
| 45.48220477 | 1 | |
| 44.52233141 | 1 | |
| 43.4607722 | 1 |
pay_max_min_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 170 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05504944441 |
| Minimum | -47.28768379 |
|---|---|
| Maximum | 51.86112364 |
| Zeros | 149271 |
| Zeros (%) | 99.5% |
| Negative | 15 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -47.28768379 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 51.86112364 |
| Range | 99.14880743 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.015958048 |
|---|---|
| Coefficient of variation (CV) | 18.45537333 |
| Kurtosis | 597.0259208 |
| Mean | 0.05504944441 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.35827464 |
| Sum | 8257.416661 |
| Variance | 1.032170756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149271 | |
| 6.749901739 | 78 | 0.1% |
| 10.26911687 | 65 | < 0.1% |
| 16.45925281 | 47 | < 0.1% |
| 12.79226812 | 42 | < 0.1% |
| 22.29933738 | 42 | < 0.1% |
| 9.354248899 | 25 | < 0.1% |
| 2.206948961 | 25 | < 0.1% |
| 8.687248223 | 24 | < 0.1% |
| 4.210401996 | 22 | < 0.1% |
| Other values (160) | 359 | 0.2% |
| Value | Count | Frequency (%) |
| -47.28768379 | 1 | |
| -46.51407661 | 1 | |
| -39.06409659 | 1 | |
| -37.31397149 | 1 | |
| -25.70594484 | 1 |
| Value | Count | Frequency (%) |
| 51.86112364 | 1 | |
| 49.34043561 | 1 | |
| 48.7308926 | 1 | |
| 36.92757359 | 1 | |
| 33.57110757 | 2 |
pay_sum_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3275 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.14069962 |
| Minimum | 0 |
|---|---|
| Maximum | 152.6948285 |
| Zeros | 25611 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 22.27646807 |
| median | 25.45507711 |
| Q3 | 29.12504295 |
| 95-th percentile | 34.12856843 |
| Maximum | 152.6948285 |
| Range | 152.6948285 |
| Interquartile range (IQR) | 6.848574875 |
Descriptive statistics
| Standard deviation | 11.5990512 |
|---|---|
| Coefficient of variation (CV) | 0.5238791634 |
| Kurtosis | 0.3657242053 |
| Mean | 22.14069962 |
| Median Absolute Deviation (MAD) | 3.669965841 |
| Skewness | -0.7608256478 |
| Sum | 3321104.943 |
| Variance | 134.5379887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25611 | |
| 26.17309696 | 13299 | 8.9% |
| 29.12504295 | 10681 | 7.1% |
| 22.29933738 | 8816 | 5.9% |
| 23.99960696 | 7948 | 5.3% |
| 24.76754894 | 7109 | 4.7% |
| 24.38962268 | 5289 | 3.5% |
| 25.49022445 | 4622 | 3.1% |
| 33.57110757 | 4417 | 2.9% |
| 31.96388736 | 4080 | 2.7% |
| Other values (3265) | 58128 |
| Value | Count | Frequency (%) |
| 0 | 25611 | |
| 1.00908403 | 2 | < 0.1% |
| 1.046272906 | 1 | < 0.1% |
| 1.053412628 | 1 | < 0.1% |
| 1.060939898 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 152.6948285 | 1 | |
| 84.80564306 | 1 | |
| 84.55025616 | 1 | |
| 83.31779923 | 1 | |
| 78.78284666 | 1 |
voice_out_cmpttrs_td_cntstd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 14455 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.801639484 |
| Minimum | 0 |
|---|---|
| Maximum | 29.65163361 |
| Zeros | 25721 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.139222859 |
| median | 2.066784865 |
| Q3 | 3.894654526 |
| 95-th percentile | 8.065696765 |
| Maximum | 29.65163361 |
| Range | 29.65163361 |
| Interquartile range (IQR) | 2.755431667 |
Descriptive statistics
| Standard deviation | 2.604008258 |
|---|---|
| Coefficient of variation (CV) | 0.9294587233 |
| Kurtosis | 3.793472622 |
| Mean | 2.801639484 |
| Median Absolute Deviation (MAD) | 1.108057009 |
| Skewness | 1.623287152 |
| Sum | 420245.9226 |
| Variance | 6.780859008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25721 | 17.1% |
| 1.064320397 | 6807 | 4.5% |
| 1.10808554 | 3144 | 2.1% |
| 1.23367744 | 1910 | 1.3% |
| 1.207704776 | 1769 | 1.2% |
| 1.251588959 | 1596 | 1.1% |
| 1.139222859 | 1547 | 1.0% |
| 1.26210277 | 1282 | 0.9% |
| 1.412203867 | 1176 | 0.8% |
| 1.340902659 | 1013 | 0.7% |
| Other values (14445) | 104035 |
| Value | Count | Frequency (%) |
| 0 | 25721 | |
| 1.064320397 | 6807 | 4.5% |
| 1.069446038 | 48 | < 0.1% |
| 1.075498494 | 33 | < 0.1% |
| 1.082760975 | 60 | < 0.1% |
| Value | Count | Frequency (%) |
| 29.65163361 | 1 | |
| 28.86847802 | 1 | |
| 26.92409297 | 1 | |
| 26.77276923 | 1 | |
| 24.56536923 | 1 |
voice_in_td_cnt_mea_wk1
Real number (ℝ)
ZEROS 
| Distinct | 302 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.950918498 |
| Minimum | 0 |
|---|---|
| Maximum | 56.21540775 |
| Zeros | 17343 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.590290394 |
| median | 8.687248223 |
| Q3 | 13.22556513 |
| 95-th percentile | 19.64070361 |
| Maximum | 56.21540775 |
| Range | 56.21540775 |
| Interquartile range (IQR) | 9.635274733 |
Descriptive statistics
| Standard deviation | 6.210191456 |
|---|---|
| Coefficient of variation (CV) | 0.6938049382 |
| Kurtosis | -0.3848300458 |
| Mean | 8.950918498 |
| Median Absolute Deviation (MAD) | 4.747970327 |
| Skewness | 0.3936920329 |
| Sum | 1342637.775 |
| Variance | 38.56647792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17343 | 11.6% |
| 1.480453014 | 6335 | 4.2% |
| 2.206948961 | 5273 | 3.5% |
| 2.921812056 | 4689 | 3.1% |
| 3.590290394 | 4371 | 2.9% |
| 4.210401996 | 4184 | 2.8% |
| 4.786566308 | 4016 | 2.7% |
| 5.324077125 | 3930 | 2.6% |
| 5.827795843 | 3714 | 2.5% |
| 6.30189811 | 3590 | 2.4% |
| Other values (292) | 92555 |
| Value | Count | Frequency (%) |
| 0 | 17343 | |
| 1.480453014 | 6335 | 4.2% |
| 2.206948961 | 5273 | 3.5% |
| 2.921812056 | 4689 | 3.1% |
| 3.590290394 | 4371 | 2.9% |
| Value | Count | Frequency (%) |
| 56.21540775 | 1 | |
| 49.55175864 | 1 | |
| 45.15723399 | 1 | |
| 41.74915696 | 1 | |
| 40.30156821 | 1 |
goodok_clc_std_mnt3
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
voice_in_mts_avg_dur_min_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 43215 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.85925424 |
| Minimum | 0 |
|---|---|
| Maximum | 50.70367167 |
| Zeros | 58517 |
| Zeros (%) | 39.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.9242941 |
| Q3 | 20.20215743 |
| 95-th percentile | 30.36732914 |
| Maximum | 50.70367167 |
| Range | 50.70367167 |
| Interquartile range (IQR) | 20.20215743 |
Descriptive statistics
| Standard deviation | 11.01310828 |
|---|---|
| Coefficient of variation (CV) | 0.9286509969 |
| Kurtosis | -1.007117262 |
| Mean | 11.85925424 |
| Median Absolute Deviation (MAD) | 12.9242941 |
| Skewness | 0.3384992569 |
| Sum | 1778888.137 |
| Variance | 121.2885539 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58517 | |
| 9.027097853 | 306 | 0.2% |
| 8.687248223 | 302 | 0.2% |
| 9.974411855 | 290 | 0.2% |
| 10.26911687 | 287 | 0.2% |
| 9.669720902 | 274 | 0.2% |
| 8.333535892 | 273 | 0.2% |
| 7.964623589 | 263 | 0.2% |
| 10.83132398 | 261 | 0.2% |
| 9.354248899 | 261 | 0.2% |
| Other values (43205) | 88966 |
| Value | Count | Frequency (%) |
| 0 | 58517 | |
| 1.480453014 | 65 | < 0.1% |
| 1.839588705 | 4 | < 0.1% |
| 2.206948961 | 76 | 0.1% |
| 2.449550514 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50.70367167 | 1 | |
| 50.63805689 | 1 | |
| 50.10877228 | 1 | |
| 50.07381923 | 1 | |
| 50.01871548 | 1 |
voice_mts_out_nrest_partmea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 56900 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5641590557 |
| Minimum | 0 |
|---|---|
| Maximum | 1.342767078 |
| Zeros | 65828 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000050658 |
| Q3 | 1.001863836 |
| 95-th percentile | 1.015561577 |
| Maximum | 1.342767078 |
| Range | 1.342767078 |
| Interquartile range (IQR) | 1.001863836 |
Descriptive statistics
| Standard deviation | 0.49898445 |
|---|---|
| Coefficient of variation (CV) | 0.8844747682 |
| Kurtosis | -1.938420374 |
| Mean | 0.5641590557 |
| Median Absolute Deviation (MAD) | 0.01324202822 |
| Skewness | -0.2455337261 |
| Sum | 84623.85835 |
| Variance | 0.2489854813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65828 | |
| 1.049793044 | 537 | 0.4% |
| 1.003675345 | 346 | 0.2% |
| 1.000946895 | 317 | 0.2% |
| 1.001666435 | 311 | 0.2% |
| 1.001231401 | 310 | 0.2% |
| 1.013872843 | 308 | 0.2% |
| 1.006406835 | 301 | 0.2% |
| 1.000750704 | 299 | 0.2% |
| 1.00238048 | 290 | 0.2% |
| Other values (56890) | 81153 |
| Value | Count | Frequency (%) |
| 0 | 65828 | |
| 1.000000077 | 1 | < 0.1% |
| 1.000000086 | 1 | < 0.1% |
| 1.000000102 | 1 | < 0.1% |
| 1.000000117 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.342767078 | 1 | |
| 1.25182152 | 1 | |
| 1.239831018 | 1 | |
| 1.232986737 | 1 | |
| 1.230751894 | 1 |
voice_in_fix_tar_dur_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2515 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.612806338 |
| Minimum | 0 |
|---|---|
| Maximum | 102.8718192 |
| Zeros | 84304 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 16.91199372 |
| 95-th percentile | 39.44631402 |
| Maximum | 102.8718192 |
| Range | 102.8718192 |
| Interquartile range (IQR) | 16.91199372 |
Descriptive statistics
| Standard deviation | 13.9640661 |
|---|---|
| Coefficient of variation (CV) | 1.45265239 |
| Kurtosis | 1.908774887 |
| Mean | 9.612806338 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.525204739 |
| Sum | 1441920.951 |
| Variance | 194.995142 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84304 | |
| 1.480453014 | 1130 | 0.8% |
| 9.354248899 | 952 | 0.6% |
| 9.974411855 | 932 | 0.6% |
| 9.669720902 | 927 | 0.6% |
| 10.26911687 | 922 | 0.6% |
| 8.687248223 | 907 | 0.6% |
| 9.027097853 | 859 | 0.6% |
| 10.55454345 | 787 | 0.5% |
| 11.10002615 | 765 | 0.5% |
| Other values (2505) | 57515 |
| Value | Count | Frequency (%) |
| 0 | 84304 | |
| 1.480453014 | 1130 | 0.8% |
| 2.206948961 | 255 | 0.2% |
| 2.921812056 | 274 | 0.2% |
| 3.590290394 | 270 | 0.2% |
| Value | Count | Frequency (%) |
| 102.8718192 | 1 | |
| 102.0391124 | 1 | |
| 101.9801049 | 1 | |
| 100.4991109 | 1 | |
| 100.1659952 | 1 |
abon_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 13065 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01486775687 |
| Minimum | -1.012526918 |
|---|---|
| Maximum | 1.00872378 |
| Zeros | 116580 |
| Zeros (%) | 77.7% |
| Negative | 15596 |
| Negative (%) | 10.4% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.012526918 |
|---|---|
| 5-th percentile | -1.000300379 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000434272 |
| Maximum | 1.00872378 |
| Range | 2.021250698 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4720321125 |
|---|---|
| Coefficient of variation (CV) | 31.74871076 |
| Kurtosis | 1.485447047 |
| Mean | 0.01486775687 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.04711464346 |
| Sum | 2230.16353 |
| Variance | 0.2228143152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116580 | |
| 1.000108887 | 1991 | 1.3% |
| 1.001424332 | 1572 | 1.0% |
| -1.000108887 | 1237 | 0.8% |
| -1.00095998 | 1196 | 0.8% |
| -1.000300379 | 1159 | 0.8% |
| 1.00095998 | 1122 | 0.7% |
| 1.000300379 | 1122 | 0.7% |
| -1.000012183 | 1028 | 0.7% |
| 1.000012183 | 1008 | 0.7% |
| Other values (13055) | 21985 | 14.7% |
| Value | Count | Frequency (%) |
| -1.012526918 | 1 | |
| -1.009935946 | 1 | |
| -1.0073325 | 1 | |
| -1.006868018 | 1 | |
| -1.006482814 | 1 |
| Value | Count | Frequency (%) |
| 1.00872378 | 1 | |
| 1.008094364 | 1 | |
| 1.008031675 | 1 | |
| 1.007539653 | 1 | |
| 1.007374751 | 1 |
all_home_clc_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 19338 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.662477672 |
| Minimum | 0 |
|---|---|
| Maximum | 31.27642512 |
| Zeros | 89785 |
| Zeros (%) | 59.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2.118332641 |
| 95-th percentile | 8.346617187 |
| Maximum | 31.27642512 |
| Range | 31.27642512 |
| Interquartile range (IQR) | 2.118332641 |
Descriptive statistics
| Standard deviation | 3.052188979 |
|---|---|
| Coefficient of variation (CV) | 1.835927802 |
| Kurtosis | 8.330588256 |
| Mean | 1.662477672 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.64286822 |
| Sum | 249371.6508 |
| Variance | 9.315857561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 89785 | |
| 1.213999962 | 5579 | 3.7% |
| 2.743301695 | 4565 | 3.0% |
| 1.213796097 | 3158 | 2.1% |
| 4.497536115 | 1061 | 0.7% |
| 1.604559563 | 1006 | 0.7% |
| 1.268649845 | 943 | 0.6% |
| 1.109437505 | 700 | 0.5% |
| 3.539409262 | 697 | 0.5% |
| 1.000000002 | 636 | 0.4% |
| Other values (19328) | 41870 |
| Value | Count | Frequency (%) |
| 0 | 89785 | |
| 1.000000002 | 636 | 0.4% |
| 1.000000003 | 124 | 0.1% |
| 1.000000007 | 12 | < 0.1% |
| 1.000000009 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.27642512 | 1 | |
| 30.69179506 | 1 | |
| 30.57367368 | 1 | |
| 28.73764252 | 1 | |
| 28.08315033 | 1 |
voice_out_fix_tar_dur_min_mnt3
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01942298754 |
| Minimum | 0 |
|---|---|
| Maximum | 61.96990886 |
| Zeros | 149897 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 61.96990886 |
| Range | 61.96990886 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7970808344 |
|---|---|
| Coefficient of variation (CV) | 41.03801399 |
| Kurtosis | 2504.276622 |
| Mean | 0.01942298754 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 47.19583109 |
| Sum | 2913.448131 |
| Variance | 0.6353378565 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 149897 | |
| 17.89928393 | 36 | < 0.1% |
| 23.99960696 | 21 | < 0.1% |
| 28.02437138 | 8 | < 0.1% |
| 31.0829974 | 7 | < 0.1% |
| 35.67888361 | 6 | < 0.1% |
| 33.57110757 | 5 | < 0.1% |
| 43.16883893 | 2 | < 0.1% |
| 37.51341156 | 2 | < 0.1% |
| 39.14133654 | 2 | < 0.1% |
| Other values (13) | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 149897 | |
| 17.89928393 | 36 | < 0.1% |
| 23.99960696 | 21 | < 0.1% |
| 28.02437138 | 8 | < 0.1% |
| 31.0829974 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.96990886 | 1 | |
| 61.58506093 | 1 | |
| 57.19147541 | 1 | |
| 56.16246998 | 1 | |
| 53.28104352 | 1 |
block_all_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 7504 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.392041915 |
| Minimum | 0 |
|---|---|
| Maximum | 161.2928982 |
| Zeros | 142433 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.868174218 |
| Maximum | 161.2928982 |
| Range | 161.2928982 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 28.20981093 |
|---|---|
| Coefficient of variation (CV) | 4.413270642 |
| Kurtosis | 16.57849224 |
| Mean | 6.392041915 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.271862434 |
| Sum | 958806.2873 |
| Variance | 795.7934326 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142433 | |
| 1.207704776 | 35 | < 0.1% |
| 1.10808554 | 11 | < 0.1% |
| 1.064320397 | 5 | < 0.1% |
| 5.726691979 | 3 | < 0.1% |
| 5.286665607 | 2 | < 0.1% |
| 127.429001 | 2 | < 0.1% |
| 108.5918074 | 2 | < 0.1% |
| 136.1764422 | 2 | < 0.1% |
| 116.3266291 | 2 | < 0.1% |
| Other values (7494) | 7503 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 142433 | |
| 1.064320397 | 5 | < 0.1% |
| 1.10808554 | 11 | < 0.1% |
| 1.207704776 | 35 | < 0.1% |
| 1.23367744 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 161.2928982 | 1 | |
| 160.9591233 | 1 | |
| 160.7301785 | 1 | |
| 160.7214124 | 1 | |
| 160.6580111 | 1 |
com_num_part_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 60021 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.867849224 |
| Minimum | 0 |
|---|---|
| Maximum | 1.589289213 |
| Zeros | 23307 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.001670256 |
| median | 1.00729373 |
| Q3 | 1.022301071 |
| 95-th percentile | 1.126642306 |
| Maximum | 1.589289213 |
| Range | 1.589289213 |
| Interquartile range (IQR) | 0.0206308148 |
Descriptive statistics
| Standard deviation | 0.3748095105 |
|---|---|
| Coefficient of variation (CV) | 0.4318832122 |
| Kurtosis | 1.525651437 |
| Mean | 0.867849224 |
| Median Absolute Deviation (MAD) | 0.007059801586 |
| Skewness | -1.839408551 |
| Sum | 130177.3836 |
| Variance | 0.1404821692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23307 | 15.5% |
| 1.164401954 | 3090 | 2.1% |
| 1.049793044 | 2905 | 1.9% |
| 1.023762432 | 1816 | 1.2% |
| 1.013872843 | 1782 | 1.2% |
| 1.006406835 | 1236 | 0.8% |
| 1.00908403 | 1158 | 0.8% |
| 1.207704776 | 892 | 0.6% |
| 1.153015916 | 882 | 0.6% |
| 1.004760016 | 764 | 0.5% |
| Other values (60011) | 112168 |
| Value | Count | Frequency (%) |
| 0 | 23307 | |
| 1 | 2 | < 0.1% |
| 1.000001117 | 1 | < 0.1% |
| 1.000001257 | 1 | < 0.1% |
| 1.000001416 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.589289213 | 6 | < 0.1% |
| 1.550471024 | 1 | < 0.1% |
| 1.501856326 | 6 | < 0.1% |
| 1.480453014 | 83 | |
| 1.463443282 | 1 | < 0.1% |
voice_mts_in_nwork_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 124512 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8563109993 |
| Minimum | 0 |
|---|---|
| Maximum | 1.385727892 |
| Zeros | 23206 |
| Zeros (%) | 15.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000314384 |
| median | 1.004295376 |
| Q3 | 1.013678747 |
| 95-th percentile | 1.044256888 |
| Maximum | 1.385727892 |
| Range | 1.385727892 |
| Interquartile range (IQR) | 0.01336436298 |
Descriptive statistics
| Standard deviation | 0.3667924347 |
|---|---|
| Coefficient of variation (CV) | 0.4283402117 |
| Kurtosis | 1.627895937 |
| Mean | 0.8563109993 |
| Median Absolute Deviation (MAD) | 0.004582387478 |
| Skewness | -1.898926221 |
| Sum | 128446.6499 |
| Variance | 0.1345366902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 23206 | 15.5% |
| 1.006406835 | 1408 | 0.9% |
| 1.023762432 | 114 | 0.1% |
| 1.000750704 | 22 | < 0.1% |
| 1.049793044 | 21 | < 0.1% |
| 1.001666435 | 20 | < 0.1% |
| 1.000425155 | 12 | < 0.1% |
| 1.000273218 | 8 | < 0.1% |
| 1.00066092 | 7 | < 0.1% |
| 1.001382278 | 7 | < 0.1% |
| Other values (124502) | 125175 |
| Value | Count | Frequency (%) |
| 0 | 23206 | |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.385727892 | 1 | |
| 1.311949441 | 1 | |
| 1.308566607 | 1 | |
| 1.30025542 | 1 | |
| 1.298545603 | 1 |
sms_in_cnt_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2170 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.029853694 |
| Minimum | 0 |
|---|---|
| Maximum | 37.2815079 |
| Zeros | 28663 |
| Zeros (%) | 19.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.164401954 |
| median | 1.663597369 |
| Q3 | 2.581300913 |
| 95-th percentile | 5.36093755 |
| Maximum | 37.2815079 |
| Range | 37.2815079 |
| Interquartile range (IQR) | 1.416898959 |
Descriptive statistics
| Standard deviation | 1.934810814 |
|---|---|
| Coefficient of variation (CV) | 0.9531774726 |
| Kurtosis | 22.55629458 |
| Mean | 2.029853694 |
| Median Absolute Deviation (MAD) | 0.6030861616 |
| Skewness | 3.168976692 |
| Sum | 304478.0542 |
| Variance | 3.743492887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28663 | |
| 1.164401954 | 16219 | 10.8% |
| 1.45108808 | 9358 | 6.2% |
| 1.480453014 | 6908 | 4.6% |
| 1.207704776 | 6478 | 4.3% |
| 1.839588705 | 5794 | 3.9% |
| 1.7768194 | 3965 | 2.6% |
| 1.356301179 | 3904 | 2.6% |
| 1.663597369 | 3192 | 2.1% |
| 1.687217756 | 2919 | 1.9% |
| Other values (2160) | 62600 |
| Value | Count | Frequency (%) |
| 0 | 28663 | |
| 1.164401954 | 16219 | |
| 1.207704776 | 6478 | 4.3% |
| 1.356301179 | 3904 | 2.6% |
| 1.45108808 | 9358 | 6.2% |
| Value | Count | Frequency (%) |
| 37.2815079 | 1 | |
| 35.48109755 | 1 | |
| 34.18058191 | 1 | |
| 33.39515564 | 1 | |
| 30.62819356 | 1 |
voice_mts_out_drest_partmin_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 6749 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2405220215 |
| Minimum | 0 |
|---|---|
| Maximum | 1.140395181 |
| Zeros | 114055 |
| Zeros (%) | 76.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.005832832 |
| Maximum | 1.140395181 |
| Range | 1.140395181 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4284517389 |
|---|---|
| Coefficient of variation (CV) | 1.781341002 |
| Kurtosis | -0.5112700862 |
| Mean | 0.2405220215 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.220055173 |
| Sum | 36078.30323 |
| Variance | 0.1835708926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 114055 | |
| 1.001666435 | 187 | 0.1% |
| 1.003675345 | 181 | 0.1% |
| 1.001538264 | 176 | 0.1% |
| 1.002164112 | 174 | 0.1% |
| 1.001811321 | 173 | 0.1% |
| 1.001149315 | 169 | 0.1% |
| 1.002631002 | 169 | 0.1% |
| 1.004165221 | 165 | 0.1% |
| 1.002923264 | 164 | 0.1% |
| Other values (6739) | 34387 | 22.9% |
| Value | Count | Frequency (%) |
| 0 | 114055 | |
| 1.000001217 | 1 | < 0.1% |
| 1.00000125 | 1 | < 0.1% |
| 1.000001814 | 1 | < 0.1% |
| 1.000002327 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.140395181 | 1 | |
| 1.1329646 | 1 | |
| 1.088358468 | 1 | |
| 1.082760975 | 1 | |
| 1.063366682 | 1 |
non_accum_internet_vol_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 123123 |
|---|---|
| Distinct (%) | 82.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.1320541 |
| Minimum | -67.9187785 |
|---|---|
| Maximum | 359.8841334 |
| Zeros | 24878 |
| Zeros (%) | 16.6% |
| Negative | 299 |
| Negative (%) | 0.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -67.9187785 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 40.43067861 |
| median | 171.3163648 |
| Q3 | 212.0024711 |
| 95-th percentile | 256.4918567 |
| Maximum | 359.8841334 |
| Range | 427.8029119 |
| Interquartile range (IQR) | 171.5717925 |
Descriptive statistics
| Standard deviation | 90.81959156 |
|---|---|
| Coefficient of variation (CV) | 0.6435078987 |
| Kurtosis | -1.17380195 |
| Mean | 141.1320541 |
| Median Absolute Deviation (MAD) | 53.76274631 |
| Skewness | -0.4950232883 |
| Sum | 21169808.11 |
| Variance | 8248.198211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24878 | 16.6% |
| 1.006406835 | 356 | 0.2% |
| 1.023762432 | 199 | 0.1% |
| 1.049793044 | 186 | 0.1% |
| 1.082760975 | 70 | < 0.1% |
| 1.121317553 | 56 | < 0.1% |
| 1.164401954 | 48 | < 0.1% |
| 1.211169962 | 47 | < 0.1% |
| 6.028721793 | 41 | < 0.1% |
| 1.260942818 | 33 | < 0.1% |
| Other values (123113) | 124086 |
| Value | Count | Frequency (%) |
| -67.9187785 | 1 | |
| -67.90576451 | 1 | |
| -59.53810333 | 1 | |
| -56.68786278 | 1 | |
| -55.42168635 | 1 |
| Value | Count | Frequency (%) |
| 359.8841334 | 1 | |
| 353.7651428 | 1 | |
| 338.5542595 | 1 | |
| 337.8413616 | 1 | |
| 335.5251262 | 1 |
accum_oth_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1371 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4443538364 |
| Minimum | -1 |
|---|---|
| Maximum | 1.002688644 |
| Zeros | 83172 |
| Zeros (%) | 55.4% |
| Negative | 88 |
| Negative (%) | 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000001037 |
| 95-th percentile | 1.000030964 |
| Maximum | 1.002688644 |
| Range | 2.002688644 |
| Interquartile range (IQR) | 1.000001037 |
Descriptive statistics
| Standard deviation | 0.4980819845 |
|---|---|
| Coefficient of variation (CV) | 1.120912983 |
| Kurtosis | -1.918105749 |
| Mean | 0.4443538364 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2097618568 |
| Sum | 66653.07547 |
| Variance | 0.2480856633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 83172 | |
| 1.000000004 | 4015 | 2.7% |
| 1.000000014 | 3169 | 2.1% |
| 1.000000032 | 2560 | 1.7% |
| 1.000000058 | 2178 | 1.5% |
| 1.00000009 | 1879 | 1.3% |
| 1.00000013 | 1673 | 1.1% |
| 1.000000176 | 1545 | 1.0% |
| 1.00000023 | 1430 | 1.0% |
| 1.000000291 | 1331 | 0.9% |
| Other values (1361) | 47048 |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| -1 | 1 | < 0.1% |
| -1 | 7 | < 0.1% |
| -1 | 12 | < 0.1% |
| -1 | 67 |
| Value | Count | Frequency (%) |
| 1.002688644 | 1 | |
| 1.002485647 | 1 | |
| 1.00235083 | 1 | |
| 1.002065817 | 1 | |
| 1.002039837 | 1 |
pay_p2p_out_sum_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 519 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001367822518 |
| Minimum | -29.43086187 |
|---|---|
| Maximum | 26.12653921 |
| Zeros | 148549 |
| Zeros (%) | 99.0% |
| Negative | 753 |
| Negative (%) | 0.5% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -29.43086187 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 26.12653921 |
| Range | 55.55740108 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.327873655 |
|---|---|
| Coefficient of variation (CV) | -239.7048233 |
| Kurtosis | 2097.224724 |
| Mean | -0.001367822518 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.883432043 |
| Sum | -205.1733777 |
| Variance | 0.1075011336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148549 | |
| 1.0748555 | 25 | < 0.1% |
| 1.009950143 | 23 | < 0.1% |
| -1.009950143 | 23 | < 0.1% |
| 1.025959445 | 22 | < 0.1% |
| -1.025959445 | 21 | < 0.1% |
| -1.047934251 | 21 | < 0.1% |
| -1.238333209 | 20 | < 0.1% |
| 1.036270046 | 20 | < 0.1% |
| -1.105899739 | 20 | < 0.1% |
| Other values (509) | 1256 | 0.8% |
| Value | Count | Frequency (%) |
| -29.43086187 | 1 | |
| -28.02939156 | 1 | |
| -22.50083434 | 1 | |
| -17.2350775 | 1 | |
| -16.57453244 | 1 |
| Value | Count | Frequency (%) |
| 26.12653921 | 1 | |
| 21.30826871 | 1 | |
| 20.97695506 | 1 | |
| 20.41503989 | 1 | |
| 16.36720102 | 1 |
voice_out_tar_dur_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 89281 |
|---|---|
| Distinct (%) | 59.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.98382768 |
| Minimum | 0 |
|---|---|
| Maximum | 134.0618221 |
| Zeros | 11675 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 43.88990366 |
| median | 57.77424182 |
| Q3 | 67.90919896 |
| 95-th percentile | 81.20249491 |
| Maximum | 134.0618221 |
| Range | 134.0618221 |
| Interquartile range (IQR) | 24.01929531 |
Descriptive statistics
| Standard deviation | 22.29682923 |
|---|---|
| Coefficient of variation (CV) | 0.4208233004 |
| Kurtosis | 0.4381801908 |
| Mean | 52.98382768 |
| Median Absolute Deviation (MAD) | 11.51894825 |
| Skewness | -0.9405291689 |
| Sum | 7947574.152 |
| Variance | 497.1485938 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11675 | 7.8% |
| 9.456586673 | 1309 | 0.9% |
| 13.76988162 | 587 | 0.4% |
| 11.19356231 | 320 | 0.2% |
| 16.75745178 | 312 | 0.2% |
| 19.08389386 | 230 | 0.2% |
| 14.28833284 | 227 | 0.2% |
| 21.00602927 | 218 | 0.1% |
| 16.94997225 | 148 | 0.1% |
| 19.15482007 | 134 | 0.1% |
| Other values (89271) | 134840 |
| Value | Count | Frequency (%) |
| 0 | 11675 | |
| 9.456586673 | 1309 | 0.9% |
| 9.697782369 | 15 | < 0.1% |
| 9.697782369 | 12 | < 0.1% |
| 9.966519419 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 134.0618221 | 1 | |
| 133.9377255 | 1 | |
| 118.9398601 | 1 | |
| 118.4545763 | 1 | |
| 117.3601455 | 1 |
data_3g_dou_std_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.027651901 |
| Minimum | 0 |
|---|---|
| Maximum | 3.616934243 |
| Zeros | 60234 |
| Zeros (%) | 40.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.207704776 |
| Q3 | 1.687217756 |
| 95-th percentile | 2.486046368 |
| Maximum | 3.616934243 |
| Range | 3.616934243 |
| Interquartile range (IQR) | 1.687217756 |
Descriptive statistics
| Standard deviation | 0.9250259902 |
|---|---|
| Coefficient of variation (CV) | 0.9001355312 |
| Kurtosis | -1.19709621 |
| Mean | 1.027651901 |
| Median Absolute Deviation (MAD) | 0.9992441848 |
| Skewness | 0.1702092286 |
| Sum | 154147.7852 |
| Variance | 0.8556730825 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 60234 | |
| 1.164401954 | 14590 | 9.7% |
| 1.45108808 | 10171 | 6.8% |
| 1.480453014 | 6502 | 4.3% |
| 1.207704776 | 6228 | 4.2% |
| 1.839588705 | 5866 | 3.9% |
| 1.356301179 | 5004 | 3.3% |
| 1.663597369 | 4223 | 2.8% |
| 1.7768194 | 4130 | 2.8% |
| 1.687217756 | 3785 | 2.5% |
| Other values (43) | 29267 |
| Value | Count | Frequency (%) |
| 0 | 60234 | |
| 1.164401954 | 14590 | 9.7% |
| 1.207704776 | 6228 | 4.2% |
| 1.356301179 | 5004 | 3.3% |
| 1.45108808 | 10171 | 6.8% |
| Value | Count | Frequency (%) |
| 3.616934243 | 44 | < 0.1% |
| 3.44414651 | 130 | |
| 3.301619787 | 143 | |
| 3.270189893 | 57 | < 0.1% |
| 3.262248815 | 133 |
voice_mts_in_drest_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 130898 |
|---|---|
| Distinct (%) | 87.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9165894433 |
| Minimum | 0 |
|---|---|
| Maximum | 1.17253086 |
| Zeros | 16258 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.005558938 |
| median | 1.015220451 |
| Q3 | 1.035399566 |
| 95-th percentile | 1.081037654 |
| Maximum | 1.17253086 |
| Range | 1.17253086 |
| Interquartile range (IQR) | 0.02984062829 |
Descriptive statistics
| Standard deviation | 0.3206040932 |
|---|---|
| Coefficient of variation (CV) | 0.3497793865 |
| Kurtosis | 4.260296263 |
| Mean | 0.9165894433 |
| Median Absolute Deviation (MAD) | 0.01223761083 |
| Skewness | -2.48789399 |
| Sum | 137488.4165 |
| Variance | 0.1027869846 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16258 | 10.8% |
| 1.064320397 | 2001 | 1.3% |
| 1.10808554 | 387 | 0.3% |
| 1.139222859 | 73 | < 0.1% |
| 1.008440556 | 14 | < 0.1% |
| 1.160290336 | 10 | < 0.1% |
| 1.01817803 | 8 | < 0.1% |
| 1.00485579 | 8 | < 0.1% |
| 1.030979552 | 7 | < 0.1% |
| 1.011320168 | 6 | < 0.1% |
| Other values (130888) | 131228 |
| Value | Count | Frequency (%) |
| 0 | 16258 | |
| 1.000000008 | 1 | < 0.1% |
| 1.000000011 | 1 | < 0.1% |
| 1.000000013 | 1 | < 0.1% |
| 1.000000016 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.17253086 | 1 | |
| 1.171665398 | 1 | |
| 1.170994117 | 1 | |
| 1.170551474 | 1 | |
| 1.170352179 | 1 |
block_all_dur_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 328 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.1152633 |
| Minimum | 0 |
|---|---|
| Maximum | 178.2267327 |
| Zeros | 135491 |
| Zeros (%) | 90.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 178.2267327 |
| Maximum | 178.2267327 |
| Range | 178.2267327 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 52.38302739 |
|---|---|
| Coefficient of variation (CV) | 3.060603069 |
| Kurtosis | 5.516799331 |
| Mean | 17.1152633 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.739484962 |
| Sum | 2567289.496 |
| Variance | 2743.981558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135491 | |
| 178.2267327 | 14182 | 9.5% |
| 123.4514564 | 2 | < 0.1% |
| 163.2749731 | 1 | < 0.1% |
| 118.1350221 | 1 | < 0.1% |
| 142.7401547 | 1 | < 0.1% |
| 94.08293792 | 1 | < 0.1% |
| 111.904258 | 1 | < 0.1% |
| 114.9868415 | 1 | < 0.1% |
| 108.2169785 | 1 | < 0.1% |
| Other values (318) | 318 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 135491 | |
| 10.26911687 | 1 | < 0.1% |
| 12.33868121 | 1 | < 0.1% |
| 13.64049984 | 1 | < 0.1% |
| 17.05871926 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.2267327 | 14182 | |
| 178.1480436 | 1 | < 0.1% |
| 178.0855564 | 1 | < 0.1% |
| 176.5866522 | 1 | < 0.1% |
| 176.1570134 | 1 | < 0.1% |
voice_in_life_part_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 65497 |
|---|---|
| Distinct (%) | 43.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6691211779 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 51602 |
| Zeros (%) | 34.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000164171 |
| Q3 | 1.005418937 |
| 95-th percentile | 1.077105145 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.005418937 |
Descriptive statistics
| Standard deviation | 0.486096099 |
|---|---|
| Coefficient of variation (CV) | 0.7264694573 |
| Kurtosis | -1.558074061 |
| Mean | 0.6691211779 |
| Median Absolute Deviation (MAD) | 0.0156893525 |
| Skewness | -0.6342601067 |
| Sum | 100368.1767 |
| Variance | 0.2362894174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51602 | |
| 1.006406835 | 1594 | 1.1% |
| 1.001666435 | 958 | 0.6% |
| 1.000750704 | 775 | 0.5% |
| 1.000425155 | 690 | 0.5% |
| 1.000190256 | 608 | 0.4% |
| 1.000273218 | 604 | 0.4% |
| 1.000140054 | 561 | 0.4% |
| 1.000107387 | 517 | 0.3% |
| 1.000084947 | 482 | 0.3% |
| Other values (65487) | 91609 |
| Value | Count | Frequency (%) |
| 0 | 51602 | |
| 1.000000039 | 1 | < 0.1% |
| 1.000000078 | 1 | < 0.1% |
| 1.000000117 | 1 | < 0.1% |
| 1.000000154 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 7 | |
| 1.475299944 | 1 | < 0.1% |
| 1.474041615 | 2 | < 0.1% |
| 1.473822828 | 1 | < 0.1% |
| 1.473241131 | 1 | < 0.1% |
pay_sum_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 3885 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.515608509 |
| Minimum | -29.76860007 |
|---|---|
| Maximum | 76.35254926 |
| Zeros | 51227 |
| Zeros (%) | 34.2% |
| Negative | 8 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -29.76860007 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.73672225 |
| Q3 | 14.56161524 |
| 95-th percentile | 19.75525126 |
| Maximum | 76.35254926 |
| Range | 106.1211493 |
| Interquartile range (IQR) | 14.56161524 |
Descriptive statistics
| Standard deviation | 7.751010372 |
|---|---|
| Coefficient of variation (CV) | 0.8145575099 |
| Kurtosis | -0.7677580975 |
| Mean | 9.515608509 |
| Median Absolute Deviation (MAD) | 5.196205229 |
| Skewness | 0.04054254139 |
| Sum | 1427341.276 |
| Variance | 60.07816179 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51227 | |
| 11.61519305 | 8876 | 5.9% |
| 14.32730559 | 8536 | 5.7% |
| 12.79226812 | 7605 | 5.1% |
| 13.33095137 | 5780 | 3.9% |
| 16.45925281 | 5586 | 3.7% |
| 13.0653276 | 4776 | 3.2% |
| 18.55320686 | 4019 | 2.7% |
| 13.84160798 | 3888 | 2.6% |
| 15.65849494 | 2926 | 2.0% |
| Other values (3875) | 46781 |
| Value | Count | Frequency (%) |
| -29.76860007 | 1 | |
| -27.76617962 | 1 | |
| -25.6921398 | 1 | |
| -21.71620379 | 1 | |
| -16.36944146 | 1 |
| Value | Count | Frequency (%) |
| 76.35254926 | 1 | |
| 67.59872064 | 1 | |
| 58.19198674 | 1 | |
| 57.01619445 | 1 | |
| 56.77016268 | 1 |
voice_out_short_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 36034 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.607510428 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 59167 |
| Zeros (%) | 39.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.000154319 |
| Q3 | 1.000992906 |
| 95-th percentile | 1.007082084 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 1.000992906 |
Descriptive statistics
| Standard deviation | 0.4903950305 |
|---|---|
| Coefficient of variation (CV) | 0.8072207618 |
| Kurtosis | -1.812513291 |
| Mean | 0.607510428 |
| Median Absolute Deviation (MAD) | 0.003141635654 |
| Skewness | -0.4308129243 |
| Sum | 91126.5642 |
| Variance | 0.2404872859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59167 | |
| 1.001666435 | 1176 | 0.8% |
| 1.000946895 | 1093 | 0.7% |
| 1.000609725 | 1082 | 0.7% |
| 1.003675345 | 1075 | 0.7% |
| 1.00238048 | 1074 | 0.7% |
| 1.000750704 | 1071 | 0.7% |
| 1.001231401 | 1050 | 0.7% |
| 1.000505029 | 1047 | 0.7% |
| 1.000425155 | 1011 | 0.7% |
| Other values (36024) | 81154 |
| Value | Count | Frequency (%) |
| 0 | 59167 | |
| 1.000000563 | 1 | < 0.1% |
| 1.00000153 | 1 | < 0.1% |
| 1.000002438 | 1 | < 0.1% |
| 1.0000025 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2 | |
| 1.420513476 | 1 | < 0.1% |
| 1.395148847 | 3 | |
| 1.384003338 | 1 | < 0.1% |
| 1.381226422 | 1 | < 0.1% |
ama_volume_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 1166 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03105333337 |
| Minimum | 0 |
|---|---|
| Maximum | 1.000000101 |
| Zeros | 145342 |
| Zeros (%) | 96.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.000000101 |
| Range | 1.000000101 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1734624584 |
|---|---|
| Coefficient of variation (CV) | 5.585952927 |
| Kurtosis | 27.23565848 |
| Mean | 0.03105333337 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.406967296 |
| Sum | 4658.000005 |
| Variance | 0.03008922448 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145342 | |
| 1 | 655 | 0.4% |
| 1 | 469 | 0.3% |
| 1 | 197 | 0.1% |
| 1 | 192 | 0.1% |
| 1 | 191 | 0.1% |
| 1 | 176 | 0.1% |
| 1 | 113 | 0.1% |
| 1 | 94 | 0.1% |
| 1 | 87 | 0.1% |
| Other values (1156) | 2484 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 145342 | |
| 1 | 192 | 0.1% |
| 1 | 5 | < 0.1% |
| 1 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000000101 | 1 | |
| 1.000000061 | 1 | |
| 1.000000057 | 1 | |
| 1.000000052 | 1 | |
| 1.000000045 | 1 |
pay_max_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 15414 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2189552093 |
| Minimum | -27.14167584 |
|---|---|
| Maximum | 28.67281474 |
| Zeros | 28097 |
| Zeros (%) | 18.7% |
| Negative | 56568 |
| Negative (%) | 37.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -27.14167584 |
|---|---|
| 5-th percentile | -4.59773747 |
| Q1 | -1.727229168 |
| median | 0 |
| Q3 | 2.19888091 |
| 95-th percentile | 4.948215992 |
| Maximum | 28.67281474 |
| Range | 55.81449058 |
| Interquartile range (IQR) | 3.926110078 |
Descriptive statistics
| Standard deviation | 3.150945307 |
|---|---|
| Coefficient of variation (CV) | 14.39082138 |
| Kurtosis | 2.970119305 |
| Mean | 0.2189552093 |
| Median Absolute Deviation (MAD) | 1.970600043 |
| Skewness | 0.06178862914 |
| Sum | 32843.2814 |
| Variance | 9.928456331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28097 | 18.7% |
| 1.514559429 | 1280 | 0.9% |
| 2.278539342 | 1171 | 0.8% |
| -1.514559429 | 1141 | 0.8% |
| 3.023078865 | 1078 | 0.7% |
| -2.278539342 | 961 | 0.6% |
| -3.023078865 | 870 | 0.6% |
| 2.022050194 | 854 | 0.6% |
| 1.281129869 | 778 | 0.5% |
| -1.281129869 | 771 | 0.5% |
| Other values (15404) | 112999 |
| Value | Count | Frequency (%) |
| -27.14167584 | 1 | |
| -22.33932067 | 1 | |
| -21.34785349 | 1 | |
| -21.26435914 | 1 | |
| -21.15913691 | 1 |
| Value | Count | Frequency (%) |
| 28.67281474 | 1 | |
| 26.14192241 | 1 | |
| 25.27233462 | 1 | |
| 25.10636017 | 1 | |
| 24.82467 | 1 |
voice_in_short_part_td_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 74387 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03532090583 |
| Minimum | -1.008554556 |
|---|---|
| Maximum | 1.007721809 |
| Zeros | 36866 |
| Zeros (%) | 24.6% |
| Negative | 53918 |
| Negative (%) | 35.9% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.008554556 |
|---|---|
| 5-th percentile | -1.000025982 |
| Q1 | -1.000000763 |
| median | 0 |
| Q3 | 1.000001259 |
| 95-th percentile | 1.000029754 |
| Maximum | 1.007721809 |
| Range | 2.016276365 |
| Interquartile range (IQR) | 2.000002022 |
Descriptive statistics
| Standard deviation | 0.8677735355 |
|---|---|
| Coefficient of variation (CV) | 24.56826956 |
| Kurtosis | -1.66860949 |
| Mean | 0.03532090583 |
| Median Absolute Deviation (MAD) | 1.000000982 |
| Skewness | -0.06812182075 |
| Sum | 5298.135874 |
| Variance | 0.7530309089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36866 | 24.6% |
| 1.000012183 | 727 | 0.5% |
| 1.000003051 | 603 | 0.4% |
| -1.000012183 | 596 | 0.4% |
| -1.000003051 | 474 | 0.3% |
| 1.000001357 | 369 | 0.2% |
| -1.000001357 | 366 | 0.2% |
| 1.000000763 | 341 | 0.2% |
| -1.000000763 | 317 | 0.2% |
| 1.000027364 | 289 | 0.2% |
| Other values (74377) | 109052 |
| Value | Count | Frequency (%) |
| -1.008554556 | 1 | |
| -1.006573533 | 1 | |
| -1.005412059 | 1 | |
| -1.004943904 | 1 | |
| -1.004568853 | 1 |
| Value | Count | Frequency (%) |
| 1.007721809 | 1 | |
| 1.00757098 | 1 | |
| 1.006278264 | 1 | |
| 1.00598294 | 1 | |
| 1.005612906 | 1 |
ama_volume_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 3176 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05762666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1.000000009 |
| Zeros | 141356 |
| Zeros (%) | 94.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1.000000009 |
| Range | 1.000000009 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2330368984 |
|---|---|
| Coefficient of variation (CV) | 4.043907306 |
| Kurtosis | 12.41468167 |
| Mean | 0.05762666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.79664538 |
| Sum | 8644.000001 |
| Variance | 0.05430619601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141356 | |
| 1 | 884 | 0.6% |
| 1 | 771 | 0.5% |
| 1 | 360 | 0.2% |
| 1 | 265 | 0.2% |
| 1 | 260 | 0.2% |
| 1 | 244 | 0.2% |
| 1 | 156 | 0.1% |
| 1 | 136 | 0.1% |
| 1 | 128 | 0.1% |
| Other values (3166) | 5440 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 141356 | |
| 1 | 260 | 0.2% |
| 1 | 3 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 33 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.000000009 | 1 | |
| 1.000000006 | 1 | |
| 1.000000005 | 1 | |
| 1.000000005 | 1 | |
| 1.000000005 | 1 |
conn_com_part_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 95660 |
|---|---|
| Distinct (%) | 63.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9137443806 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 22749 |
| Zeros (%) | 15.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.000609725 |
| median | 1.013420551 |
| Q3 | 1.079880782 |
| 95-th percentile | 1.319809452 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.07927105738 |
Descriptive statistics
| Standard deviation | 0.399736658 |
|---|---|
| Coefficient of variation (CV) | 0.4374709891 |
| Kurtosis | 1.316043999 |
| Mean | 0.9137443806 |
| Median Absolute Deviation (MAD) | 0.03043548393 |
| Skewness | -1.638652405 |
| Sum | 137061.6571 |
| Variance | 0.1597893957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22749 | 15.2% |
| 1.049793044 | 2483 | 1.7% |
| 1.164401954 | 976 | 0.7% |
| 1.480453014 | 790 | 0.5% |
| 1.013872843 | 763 | 0.5% |
| 1.006406835 | 586 | 0.4% |
| 1.31316983 | 580 | 0.4% |
| 1.003675345 | 429 | 0.3% |
| 1.00238048 | 372 | 0.2% |
| 1.001666435 | 361 | 0.2% |
| Other values (95650) | 119911 |
| Value | Count | Frequency (%) |
| 0 | 22749 | |
| 1.000000206 | 1 | < 0.1% |
| 1.000000461 | 1 | < 0.1% |
| 1.000000513 | 1 | < 0.1% |
| 1.000000637 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 790 | |
| 1.479409292 | 1 | < 0.1% |
| 1.479390085 | 1 | < 0.1% |
| 1.47902122 | 1 | < 0.1% |
| 1.478803099 | 1 | < 0.1% |
voice_in_cmpttrs_avg_durstd_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 121275 |
|---|---|
| Distinct (%) | 80.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.24310034 |
| Minimum | 0 |
|---|---|
| Maximum | 53.25634333 |
| Zeros | 19216 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11.16576488 |
| median | 18.56629217 |
| Q3 | 26.17116598 |
| 95-th percentile | 35.58492171 |
| Maximum | 53.25634333 |
| Range | 53.25634333 |
| Interquartile range (IQR) | 15.00540111 |
Descriptive statistics
| Standard deviation | 10.75313919 |
|---|---|
| Coefficient of variation (CV) | 0.5894359504 |
| Kurtosis | -0.7473307282 |
| Mean | 18.24310034 |
| Median Absolute Deviation (MAD) | 7.513823244 |
| Skewness | -0.09575059111 |
| Sum | 2736465.052 |
| Variance | 115.6300024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19216 | 12.8% |
| 3.800184121 | 123 | 0.1% |
| 5.286665607 | 123 | 0.1% |
| 4.326715255 | 122 | 0.1% |
| 4.494900233 | 115 | 0.1% |
| 4.82106116 | 115 | 0.1% |
| 3.238219425 | 110 | 0.1% |
| 5.4360379 | 106 | 0.1% |
| 4.979292293 | 104 | 0.1% |
| 2.639422411 | 101 | 0.1% |
| Other values (121265) | 129765 |
| Value | Count | Frequency (%) |
| 0 | 19216 | |
| 1.064320397 | 60 | < 0.1% |
| 1.10808554 | 1 | < 0.1% |
| 1.129440938 | 2 | < 0.1% |
| 1.139222859 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.25634333 | 1 | |
| 51.21148986 | 1 | |
| 48.47869095 | 1 | |
| 48.22771713 | 1 | |
| 47.20334207 | 1 |
voice_out_cmpttrs_avg_dumin_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1532 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.693682912 |
| Minimum | 0 |
|---|---|
| Maximum | 48.45243053 |
| Zeros | 122146 |
| Zeros (%) | 81.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 20.73715019 |
| Maximum | 48.45243053 |
| Range | 48.45243053 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.838845962 |
|---|---|
| Coefficient of variation (CV) | 2.122230346 |
| Kurtosis | 1.328513143 |
| Mean | 3.693682912 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.739325265 |
| Sum | 554052.4367 |
| Variance | 61.44750602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122146 | |
| 17.89928393 | 13167 | 8.8% |
| 20.31118337 | 823 | 0.5% |
| 21.34785349 | 775 | 0.5% |
| 19.75525126 | 663 | 0.4% |
| 19.40804222 | 566 | 0.4% |
| 23.99960696 | 499 | 0.3% |
| 19.17043973 | 447 | 0.3% |
| 20.73715019 | 342 | 0.2% |
| 22.29933738 | 311 | 0.2% |
| Other values (1522) | 10261 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 122146 | |
| 17.89928393 | 13167 | 8.8% |
| 18.05080771 | 2 | < 0.1% |
| 18.05370106 | 1 | < 0.1% |
| 18.0630844 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.45243053 | 1 | |
| 46.89453263 | 1 | |
| 45.51992112 | 1 | |
| 42.87124622 | 1 | |
| 42.56775289 | 1 |
sms_in_cnt_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 9305 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.265352838 |
| Minimum | 0 |
|---|---|
| Maximum | 35.34612132 |
| Zeros | 16255 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.23367744 |
| median | 1.751101376 |
| Q3 | 2.789928284 |
| 95-th percentile | 5.827795843 |
| Maximum | 35.34612132 |
| Range | 35.34612132 |
| Interquartile range (IQR) | 1.556250843 |
Descriptive statistics
| Standard deviation | 2.004815801 |
|---|---|
| Coefficient of variation (CV) | 0.8849905266 |
| Kurtosis | 21.8651468 |
| Mean | 2.265352838 |
| Median Absolute Deviation (MAD) | 0.6430158365 |
| Skewness | 3.303002757 |
| Sum | 339802.9257 |
| Variance | 4.019286396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16255 | 10.8% |
| 1.064320397 | 7501 | 5.0% |
| 1.10808554 | 4128 | 2.8% |
| 1.23367744 | 3127 | 2.1% |
| 1.207704776 | 2866 | 1.9% |
| 1.251588959 | 2605 | 1.7% |
| 1.139222859 | 2125 | 1.4% |
| 1.340902659 | 2063 | 1.4% |
| 1.26210277 | 2052 | 1.4% |
| 1.412203867 | 1793 | 1.2% |
| Other values (9295) | 105485 |
| Value | Count | Frequency (%) |
| 0 | 16255 | |
| 1.064320397 | 7501 | |
| 1.069446038 | 77 | 0.1% |
| 1.075498494 | 66 | < 0.1% |
| 1.082760975 | 85 | 0.1% |
| Value | Count | Frequency (%) |
| 35.34612132 | 1 | |
| 33.22349577 | 1 | |
| 32.72662262 | 1 | |
| 32.36549083 | 1 | |
| 31.55517912 | 1 |
voice_out_tar_dur_mea_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2927 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.55890309 |
| Minimum | 0 |
|---|---|
| Maximum | 146.8482915 |
| Zeros | 20950 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 39.14133654 |
| median | 64.03590257 |
| Q3 | 79.21208001 |
| 95-th percentile | 96.30752754 |
| Maximum | 146.8482915 |
| Range | 146.8482915 |
| Interquartile range (IQR) | 40.07074347 |
Descriptive statistics
| Standard deviation | 30.53972765 |
|---|---|
| Coefficient of variation (CV) | 0.5399632238 |
| Kurtosis | -0.6307990267 |
| Mean | 56.55890309 |
| Median Absolute Deviation (MAD) | 18.09234396 |
| Skewness | -0.6163380594 |
| Sum | 8483835.464 |
| Variance | 932.674965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20950 | 14.0% |
| 8.687248223 | 1681 | 1.1% |
| 12.79226812 | 1158 | 0.8% |
| 15.65849494 | 880 | 0.6% |
| 17.89928393 | 781 | 0.5% |
| 19.75525126 | 722 | 0.5% |
| 21.34785349 | 649 | 0.4% |
| 23.99960696 | 602 | 0.4% |
| 26.17309696 | 575 | 0.4% |
| 22.74766418 | 561 | 0.4% |
| Other values (2917) | 121441 |
| Value | Count | Frequency (%) |
| 0 | 20950 | |
| 8.687248223 | 1681 | 1.1% |
| 12.79226812 | 1158 | 0.8% |
| 15.65849494 | 880 | 0.6% |
| 17.89928393 | 781 | 0.5% |
| Value | Count | Frequency (%) |
| 146.8482915 | 1 | |
| 145.9380007 | 1 | |
| 145.3640769 | 1 | |
| 142.5646081 | 1 | |
| 139.6884077 | 1 |
conn_com_part_max_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 9886 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.08378353 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 12245 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.014909069 |
| median | 1.088358468 |
| Q3 | 1.290517228 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0.2756081592 |
Descriptive statistics
| Standard deviation | 0.3639756852 |
|---|---|
| Coefficient of variation (CV) | 0.3358379928 |
| Kurtosis | 3.680614346 |
| Mean | 1.08378353 |
| Median Absolute Deviation (MAD) | 0.08544197555 |
| Skewness | -1.8998742 |
| Sum | 162567.5294 |
| Variance | 0.1324782995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 22823 | 15.2% |
| 0 | 12245 | 8.2% |
| 1.164401954 | 4011 | 2.7% |
| 1.082760975 | 2408 | 1.6% |
| 1.260942818 | 2118 | 1.4% |
| 1.049793044 | 1858 | 1.2% |
| 1.03324115 | 1550 | 1.0% |
| 1.31316983 | 1261 | 0.8% |
| 1.113213566 | 1163 | 0.8% |
| 1.023762432 | 1139 | 0.8% |
| Other values (9876) | 99424 |
| Value | Count | Frequency (%) |
| 0 | 12245 | |
| 1.000005906 | 1 | < 0.1% |
| 1.000014965 | 1 | < 0.1% |
| 1.000016458 | 1 | < 0.1% |
| 1.000017434 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 22823 | |
| 1.478698704 | 1 | < 0.1% |
| 1.478246319 | 1 | < 0.1% |
| 1.477554164 | 1 | < 0.1% |
| 1.477373881 | 1 | < 0.1% |
all_roam_clc_min_mnt1
Real number (ℝ)
CONSTANT  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 150000 |
| Zeros (%) | 100.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
| Value | Count | Frequency (%) |
| 0 | 150000 |
sms_clc_mea_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 2424 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3968204547 |
| Minimum | 0 |
|---|---|
| Maximum | 51.31406352 |
| Zeros | 100124 |
| Zeros (%) | 66.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.008746121 |
| 95-th percentile | 1.272750346 |
| Maximum | 51.31406352 |
| Range | 51.31406352 |
| Interquartile range (IQR) | 1.008746121 |
Descriptive statistics
| Standard deviation | 0.684987793 |
|---|---|
| Coefficient of variation (CV) | 1.726190737 |
| Kurtosis | 285.2550597 |
| Mean | 0.3968204547 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.409191779 |
| Sum | 59523.06821 |
| Variance | 0.4692082766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 100124 | |
| 1.008746121 | 11579 | 7.7% |
| 1.008736187 | 6119 | 4.1% |
| 1.032054747 | 4768 | 3.2% |
| 1.032019827 | 2851 | 1.9% |
| 1.066468818 | 2338 | 1.6% |
| 1.03203978 | 1892 | 1.3% |
| 1.066399103 | 1451 | 1.0% |
| 1.109453347 | 1322 | 0.9% |
| 1.109342464 | 929 | 0.6% |
| Other values (2414) | 16627 | 11.1% |
| Value | Count | Frequency (%) |
| 0 | 100124 | |
| 1.000148847 | 1 | < 0.1% |
| 1.00016471 | 1 | < 0.1% |
| 1.000166829 | 1 | < 0.1% |
| 1.000168533 | 293 | 0.2% |
| Value | Count | Frequency (%) |
| 51.31406352 | 1 | |
| 26.95183535 | 1 | |
| 24.85341293 | 1 | |
| 21.91375138 | 1 | |
| 20.24182484 | 1 |
com_num_part_std_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 109639 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9445049873 |
| Minimum | 0 |
|---|---|
| Maximum | 1.547253729 |
| Zeros | 12297 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.004196705 |
| median | 1.011644152 |
| Q3 | 1.030166511 |
| 95-th percentile | 1.109490566 |
| Maximum | 1.547253729 |
| Range | 1.547253729 |
| Interquartile range (IQR) | 0.02596980653 |
Descriptive statistics
| Standard deviation | 0.2847888169 |
|---|---|
| Coefficient of variation (CV) | 0.3015217715 |
| Kurtosis | 6.9476836 |
| Mean | 0.9445049873 |
| Median Absolute Deviation (MAD) | 0.009295281093 |
| Skewness | -2.944161471 |
| Sum | 141675.7481 |
| Variance | 0.08110467024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12297 | 8.2% |
| 1.064320397 | 1656 | 1.1% |
| 1.01817803 | 1101 | 0.7% |
| 1.008440556 | 770 | 0.5% |
| 1.10808554 | 697 | 0.5% |
| 1.00485579 | 622 | 0.4% |
| 1.003150561 | 476 | 0.3% |
| 1.073240924 | 408 | 0.3% |
| 1.002208149 | 386 | 0.3% |
| 1.139222859 | 344 | 0.2% |
| Other values (109629) | 131243 |
| Value | Count | Frequency (%) |
| 0 | 12297 | |
| 1.00000491 | 1 | < 0.1% |
| 1.000037799 | 1 | < 0.1% |
| 1.00004807 | 1 | < 0.1% |
| 1.000053735 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.547253729 | 1 | |
| 1.477823573 | 1 | |
| 1.468824646 | 1 | |
| 1.437404849 | 1 | |
| 1.433949507 | 1 |
voice_out_cmpttrs_avg_dumin_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 2779 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.382743999 |
| Minimum | 0 |
|---|---|
| Maximum | 53.89787591 |
| Zeros | 98250 |
| Zeros (%) | 65.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 17.89928393 |
| 95-th percentile | 25.49022445 |
| Maximum | 53.89787591 |
| Range | 53.89787591 |
| Interquartile range (IQR) | 17.89928393 |
Descriptive statistics
| Standard deviation | 10.47689238 |
|---|---|
| Coefficient of variation (CV) | 1.419105469 |
| Kurtosis | -0.8262472114 |
| Mean | 7.382743999 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8686241996 |
| Sum | 1107411.6 |
| Variance | 109.765274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 98250 | |
| 17.89928393 | 17657 | 11.8% |
| 23.99960696 | 2004 | 1.3% |
| 21.34785349 | 1949 | 1.3% |
| 20.31118337 | 1633 | 1.1% |
| 19.75525126 | 1186 | 0.8% |
| 19.40804222 | 896 | 0.6% |
| 22.29933738 | 878 | 0.6% |
| 19.17043973 | 670 | 0.4% |
| 20.73715019 | 652 | 0.4% |
| Other values (2769) | 24225 | 16.2% |
| Value | Count | Frequency (%) |
| 0 | 98250 | |
| 17.89928393 | 17657 | 11.8% |
| 18.01259238 | 1 | < 0.1% |
| 18.02491422 | 1 | < 0.1% |
| 18.03323823 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.89787591 | 1 | |
| 52.64066997 | 1 | |
| 52.1250518 | 1 | |
| 51.66999974 | 1 | |
| 51.2810021 | 2 |
voice_mts_out_nrest_partmin_mnt3
Real number (ℝ)
ZEROS 
| Distinct | 1697 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0249312229 |
| Minimum | 0 |
|---|---|
| Maximum | 1.029196237 |
| Zeros | 146262 |
| Zeros (%) | 97.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.029196237 |
| Range | 1.029196237 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1559522324 |
|---|---|
| Coefficient of variation (CV) | 6.255298144 |
| Kurtosis | 35.15552066 |
| Mean | 0.0249312229 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.095487036 |
| Sum | 3739.683435 |
| Variance | 0.02432109878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 146262 | |
| 1.00005696 | 15 | < 0.1% |
| 1.000143429 | 14 | < 0.1% |
| 1.000046594 | 13 | < 0.1% |
| 1.000054466 | 12 | < 0.1% |
| 1.00006664 | 12 | < 0.1% |
| 1.000093353 | 12 | < 0.1% |
| 1.000047893 | 12 | < 0.1% |
| 1.000095183 | 11 | < 0.1% |
| 1.000070028 | 11 | < 0.1% |
| Other values (1687) | 3626 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 146262 | |
| 1.000000227 | 1 | < 0.1% |
| 1.00000082 | 1 | < 0.1% |
| 1.000000865 | 1 | < 0.1% |
| 1.000000936 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.029196237 | 1 | |
| 1.023045066 | 1 | |
| 1.022711214 | 1 | |
| 1.018517539 | 1 | |
| 1.017830633 | 1 |
all_cnt_max_mnt3
Real number (ℝ)
| Distinct | 1986 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.33427619 |
| Minimum | 0 |
|---|---|
| Maximum | 110.6546142 |
| Zeros | 308 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.01132535 |
| Q1 | 20.52615232 |
| median | 26.03947863 |
| Q3 | 31.53063018 |
| 95-th percentile | 40.69990163 |
| Maximum | 110.6546142 |
| Range | 110.6546142 |
| Interquartile range (IQR) | 11.00447787 |
Descriptive statistics
| Standard deviation | 8.645199999 |
|---|---|
| Coefficient of variation (CV) | 0.32828698 |
| Kurtosis | 2.2127086 |
| Mean | 26.33427619 |
| Median Absolute Deviation (MAD) | 5.49115155 |
| Skewness | 0.5489560672 |
| Sum | 3950141.428 |
| Variance | 74.73948301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.84120984 | 689 | 0.5% |
| 17.20345623 | 660 | 0.4% |
| 18.42550908 | 660 | 0.4% |
| 19.52497633 | 657 | 0.4% |
| 20.6321375 | 650 | 0.4% |
| 18.80424527 | 650 | 0.4% |
| 20.20215743 | 649 | 0.4% |
| 22.20759244 | 647 | 0.4% |
| 17.48719744 | 641 | 0.4% |
| 20.09207454 | 640 | 0.4% |
| Other values (1976) | 143457 |
| Value | Count | Frequency (%) |
| 0 | 308 | |
| 1.480453014 | 78 | 0.1% |
| 2.206948961 | 52 | < 0.1% |
| 2.921812056 | 62 | < 0.1% |
| 3.590290394 | 57 | < 0.1% |
| Value | Count | Frequency (%) |
| 110.6546142 | 1 | |
| 109.9565411 | 1 | |
| 109.4270719 | 1 | |
| 107.4293007 | 1 | |
| 105.308958 | 1 |
sms_clc_max_mnt1
Real number (ℝ)
ZEROS 
| Distinct | 574 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4178237634 |
| Minimum | 0 |
|---|---|
| Maximum | 54.62828604 |
| Zeros | 122045 |
| Zeros (%) | 81.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.463172916 |
| Maximum | 54.62828604 |
| Range | 54.62828604 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.129883201 |
|---|---|
| Coefficient of variation (CV) | 2.704210005 |
| Kurtosis | 127.4824084 |
| Mean | 0.4178237634 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.156691459 |
| Sum | 62673.56451 |
| Variance | 1.276636048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122045 | |
| 1.604773951 | 10498 | 7.0% |
| 1.604273725 | 6785 | 4.5% |
| 2.46360592 | 2103 | 1.4% |
| 2.463172916 | 1545 | 1.0% |
| 2.462595556 | 1465 | 1.0% |
| 3.281747174 | 668 | 0.4% |
| 3.280346311 | 539 | 0.4% |
| 4.0319091 | 362 | 0.2% |
| 1.021216128 | 310 | 0.2% |
| Other values (564) | 3680 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 122045 | |
| 1.005683008 | 1 | < 0.1% |
| 1.018881881 | 1 | < 0.1% |
| 1.021140637 | 1 | < 0.1% |
| 1.021216128 | 310 | 0.2% |
| Value | Count | Frequency (%) |
| 54.62828604 | 1 | |
| 35.77118338 | 1 | |
| 34.5158671 | 1 | |
| 31.18622339 | 1 | |
| 30.92538689 | 1 |
bs_count_ppm_mn3
Real number (ℝ)
MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 29454 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.833128635 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 5.324077125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 2.206948961 |
| median | 2.921812056 |
| Q3 | 2.921812056 |
| 95-th percentile | 4.210401996 |
| Maximum | 5.324077125 |
| Range | 3.843624111 |
| Interquartile range (IQR) | 0.7148630949 |
Descriptive statistics
| Standard deviation | 0.7256178641 |
|---|---|
| Coefficient of variation (CV) | 0.2561189263 |
| Kurtosis | 1.274614835 |
| Mean | 2.833128635 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3088879124 |
| Sum | 341522.3244 |
| Variance | 0.5265212847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.921812056 | 67129 | |
| 2.206948961 | 18754 | 12.5% |
| 3.590290394 | 13989 | 9.3% |
| 1.480453014 | 13131 | 8.8% |
| 4.210401996 | 4123 | 2.7% |
| 4.786566308 | 2302 | 1.5% |
| 5.324077125 | 1118 | 0.7% |
| (Missing) | 29454 |
| Value | Count | Frequency (%) |
| 1.480453014 | 13131 | 8.8% |
| 2.206948961 | 18754 | 12.5% |
| 2.921812056 | 67129 | |
| 3.590290394 | 13989 | 9.3% |
| 4.210401996 | 4123 | 2.7% |
| Value | Count | Frequency (%) |
| 5.324077125 | 1118 | 0.7% |
| 4.786566308 | 2302 | 1.5% |
| 4.210401996 | 4123 | 2.7% |
| 3.590290394 | 13989 | 9.3% |
| 2.921812056 | 67129 |
days_of_end_last_ppm
Real number (ℝ)
MISSING 
| Distinct | 1257 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 9804 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.002953465 |
| Minimum | -13.01132535 |
|---|---|
| Maximum | 51.84971813 |
| Zeros | 1021 |
| Zeros (%) | 0.7% |
| Negative | 104989 |
| Negative (%) | 70.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -13.01132535 |
|---|---|
| 5-th percentile | -12.56814363 |
| Q1 | -10.55454345 |
| median | -7.174761058 |
| Q3 | 0 |
| 95-th percentile | 33.90826172 |
| Maximum | 51.84971813 |
| Range | 64.86104348 |
| Interquartile range (IQR) | 10.55454345 |
Descriptive statistics
| Standard deviation | 14.84015865 |
|---|---|
| Coefficient of variation (CV) | -14.79645783 |
| Kurtosis | 2.026887219 |
| Mean | -1.002953465 |
| Median Absolute Deviation (MAD) | 3.92526509 |
| Skewness | 1.725500528 |
| Sum | -140610.0639 |
| Variance | 220.2303087 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -12.1035869 | 4203 | 2.8% |
| -6.30189811 | 4020 | 2.7% |
| -11.86254065 | 3890 | 2.6% |
| -12.56814363 | 3856 | 2.6% |
| -11.10002615 | 3818 | 2.5% |
| -10.83132398 | 3724 | 2.5% |
| -10.55454345 | 3650 | 2.4% |
| -8.333535892 | 3609 | 2.4% |
| -9.974411855 | 3603 | 2.4% |
| -11.61519305 | 3602 | 2.4% |
| Other values (1247) | 102221 | |
| (Missing) | 9804 | 6.5% |
| Value | Count | Frequency (%) |
| -13.01132535 | 3356 | |
| -12.56814363 | 3856 | |
| -12.33868121 | 3447 | |
| -12.1035869 | 4203 | |
| -11.86254065 | 3890 |
| Value | Count | Frequency (%) |
| 51.84971813 | 3 | |
| 51.83830476 | 3 | |
| 51.82688354 | 4 | |
| 51.81545445 | 3 | |
| 51.80401747 | 4 |
days_of_last_ppm
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1253 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 9804 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.08358659 |
| Minimum | 0 |
|---|---|
| Maximum | 52.16614769 |
| Zeros | 3926 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 6.30189811 |
| median | 9.974411855 |
| Q3 | 12.56814363 |
| 95-th percentile | 35.01085323 |
| Maximum | 52.16614769 |
| Range | 52.16614769 |
| Interquartile range (IQR) | 6.266245519 |
Descriptive statistics
| Standard deviation | 9.854265947 |
|---|---|
| Coefficient of variation (CV) | 0.8155083653 |
| Kurtosis | 3.320999314 |
| Mean | 12.08358659 |
| Median Absolute Deviation (MAD) | 3.666087984 |
| Skewness | 1.811982847 |
| Sum | 1694070.506 |
| Variance | 97.10655736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 4420 | 2.9% |
| 10.55454345 | 4193 | 2.8% |
| 2.921812056 | 4146 | 2.8% |
| 0 | 3926 | 2.6% |
| 5.324077125 | 3870 | 2.6% |
| 3.590290394 | 3862 | 2.6% |
| 5.827795843 | 3763 | 2.5% |
| 8.687248223 | 3635 | 2.4% |
| 7.174761058 | 3620 | 2.4% |
| 6.30189811 | 3612 | 2.4% |
| Other values (1243) | 101149 | |
| (Missing) | 9804 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 3926 | |
| 1.480453014 | 4420 | |
| 2.206948961 | 3392 | |
| 2.921812056 | 4146 | |
| 3.590290394 | 3862 |
| Value | Count | Frequency (%) |
| 52.16614769 | 3 | |
| 52.15494979 | 3 | |
| 52.14374434 | 5 | |
| 52.13253134 | 3 | |
| 52.12131076 | 4 |
active_ppm
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9804 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7488730064 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 35207 |
| Zeros (%) | 23.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4336629661 |
|---|---|
| Coefficient of variation (CV) | 0.5790874586 |
| Kurtosis | -0.68259263 |
| Mean | 0.7488730064 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.147787919 |
| Sum | 104989 |
| Variance | 0.1880635681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 104989 | |
| 0 | 35207 | 23.5% |
| (Missing) | 9804 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 35207 | 23.5% |
| 1 | 104989 |
| Value | Count | Frequency (%) |
| 1 | 104989 | |
| 0 | 35207 | 23.5% |
Balance_uah
Real number (ℝ)
| Distinct | 137988 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.411942596 |
| Minimum | -7.911405384 |
|---|---|
| Maximum | 90.96821519 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Negative | 10 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -7.911405384 |
|---|---|
| 5-th percentile | 1.001554336 |
| Q1 | 1.484269715 |
| median | 5.796343812 |
| Q3 | 14.55675585 |
| 95-th percentile | 28.39246375 |
| Maximum | 90.96821519 |
| Range | 98.87962058 |
| Interquartile range (IQR) | 13.07248614 |
Descriptive statistics
| Standard deviation | 9.432092286 |
|---|---|
| Coefficient of variation (CV) | 1.002140864 |
| Kurtosis | 1.499933798 |
| Mean | 9.411942596 |
| Median Absolute Deviation (MAD) | 4.65709894 |
| Skewness | 1.320195728 |
| Sum | 1411791.389 |
| Variance | 88.96436489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 1620 | 1.1% |
| 1.00000004 | 904 | 0.6% |
| 1.00000001 | 424 | 0.3% |
| 1.480453707 | 242 | 0.2% |
| 1.4804544 | 224 | 0.1% |
| 4.786566308 | 168 | 0.1% |
| 1.113694579 | 151 | 0.1% |
| 1.164456019 | 115 | 0.1% |
| 1.480455093 | 96 | 0.1% |
| 1.000001438 | 91 | 0.1% |
| Other values (137978) | 145965 |
| Value | Count | Frequency (%) |
| -7.911405384 | 1 | |
| -5.172198442 | 1 | |
| -5.134865502 | 1 | |
| -5.043323429 | 1 | |
| -4.838600594 | 1 |
| Value | Count | Frequency (%) |
| 90.96821519 | 1 | |
| 83.88321816 | 1 | |
| 80.41930004 | 1 | |
| 80.40070344 | 1 | |
| 76.55864038 | 1 |
TM_ID
Real number (ℝ)
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3903.785427 |
| Minimum | 3763 |
|---|---|
| Maximum | 4127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 3763 |
|---|---|
| 5-th percentile | 3766 |
| Q1 | 3771 |
| median | 3911 |
| Q3 | 4013 |
| 95-th percentile | 4033 |
| Maximum | 4127 |
| Range | 364 |
| Interquartile range (IQR) | 242 |
Descriptive statistics
| Standard deviation | 106.2219154 |
|---|---|
| Coefficient of variation (CV) | 0.02720997796 |
| Kurtosis | -1.206630863 |
| Mean | 3903.785427 |
| Median Absolute Deviation (MAD) | 102 |
| Skewness | 0.01691474071 |
| Sum | 585567814 |
| Variance | 11283.09531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4013 | 22432 | |
| 3769 | 16722 | |
| 3919 | 13739 | 9.2% |
| 3911 | 12961 | 8.6% |
| 4014 | 10742 | 7.2% |
| 3771 | 10548 | 7.0% |
| 4015 | 8975 | 6.0% |
| 3909 | 8014 | 5.3% |
| 3768 | 5866 | 3.9% |
| 3766 | 5141 | 3.4% |
| Other values (24) | 34860 |
| Value | Count | Frequency (%) |
| 3763 | 3339 | |
| 3764 | 157 | 0.1% |
| 3765 | 26 | < 0.1% |
| 3766 | 5141 | |
| 3768 | 5866 |
| Value | Count | Frequency (%) |
| 4127 | 74 | < 0.1% |
| 4122 | 1322 | 0.9% |
| 4118 | 3384 | |
| 4097 | 509 | 0.3% |
| 4096 | 720 | 0.5% |
lt
Real number (ℝ)
| Distinct | 7580 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 673 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.403821514 |
| Minimum | 3.259913891 |
|---|---|
| Maximum | 6.689235229 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 3.259913891 |
|---|---|
| 5-th percentile | 3.90604807 |
| Q1 | 4.779030426 |
| median | 5.686374837 |
| Q3 | 6.026524994 |
| 95-th percentile | 6.1917054 |
| Maximum | 6.689235229 |
| Range | 3.429321338 |
| Interquartile range (IQR) | 1.247494568 |
Descriptive statistics
| Standard deviation | 0.758942065 |
|---|---|
| Coefficient of variation (CV) | 0.1404454353 |
| Kurtosis | -0.3352969478 |
| Mean | 5.403821514 |
| Median Absolute Deviation (MAD) | 0.4144998656 |
| Skewness | -0.8911914134 |
| Sum | 806936.4552 |
| Variance | 0.5759930581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.28738975 | 2443 | 1.6% |
| 3.711512773 | 178 | 0.1% |
| 4.077400172 | 176 | 0.1% |
| 4.097446759 | 176 | 0.1% |
| 6.164509626 | 170 | 0.1% |
| 4.082478953 | 169 | 0.1% |
| 4.3345614 | 167 | 0.1% |
| 4.10234903 | 166 | 0.1% |
| 4.072275329 | 164 | 0.1% |
| 3.939497298 | 158 | 0.1% |
| Other values (7570) | 145360 | |
| (Missing) | 673 | 0.4% |
| Value | Count | Frequency (%) |
| 3.259913891 | 148 | |
| 3.279852972 | 130 | |
| 3.299171576 | 115 | |
| 3.317905858 | 148 | |
| 3.336088943 | 112 |
| Value | Count | Frequency (%) |
| 6.689235229 | 14 | |
| 6.324970274 | 1 | < 0.1% |
| 6.324430956 | 1 | < 0.1% |
| 6.324053035 | 1 | < 0.1% |
| 6.32399902 | 1 | < 0.1% |
DNZ_MEAN_days_closed_loan_year2
Real number (ℝ)
MISSING 
| Distinct | 2776 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 135794 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.912677619 |
| Minimum | 0 |
|---|---|
| Maximum | 44.08419937 |
| Zeros | 1193 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.921812056 |
| median | 7.129241701 |
| Q3 | 12.79226812 |
| 95-th percentile | 24.23511437 |
| Maximum | 44.08419937 |
| Range | 44.08419937 |
| Interquartile range (IQR) | 9.870456065 |
Descriptive statistics
| Standard deviation | 7.618997991 |
|---|---|
| Coefficient of variation (CV) | 0.8548494983 |
| Kurtosis | 1.400187537 |
| Mean | 8.912677619 |
| Median Absolute Deviation (MAD) | 4.733298946 |
| Skewness | 1.214226167 |
| Sum | 126613.4983 |
| Variance | 58.04913039 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1193 | 0.8% |
| 1.480453014 | 782 | 0.5% |
| 2.206948961 | 575 | 0.4% |
| 2.921812056 | 352 | 0.2% |
| 3.590290394 | 304 | 0.2% |
| 4.786566308 | 237 | 0.2% |
| 4.210401996 | 233 | 0.2% |
| 5.324077125 | 182 | 0.1% |
| 6.30189811 | 163 | 0.1% |
| 5.827795843 | 157 | 0.1% |
| Other values (2766) | 10028 | 6.7% |
| (Missing) | 135794 |
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1.023762432 | 3 | < 0.1% |
| 1.028865683 | 1 | < 0.1% |
| 1.03324115 | 1 | < 0.1% |
| 1.036502103 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.08419937 | 1 | |
| 43.93535961 | 1 | |
| 43.51849989 | 1 | |
| 42.89126656 | 1 | |
| 42.21633488 | 1 |
DNZ_MIN_days_closed_loan_year2
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 373 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 135794 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.413377881 |
| Minimum | 0 |
|---|---|
| Maximum | 44.08419937 |
| Zeros | 4150 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.206948961 |
| Q3 | 7.174761058 |
| 95-th percentile | 22.20759244 |
| Maximum | 44.08419937 |
| Range | 44.08419937 |
| Interquartile range (IQR) | 7.174761058 |
Descriptive statistics
| Standard deviation | 7.484430763 |
|---|---|
| Coefficient of variation (CV) | 1.382580512 |
| Kurtosis | 3.811305299 |
| Mean | 5.413377881 |
| Median Absolute Deviation (MAD) | 2.206948961 |
| Skewness | 1.971693342 |
| Sum | 76902.44618 |
| Variance | 56.01670385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4150 | 2.8% |
| 1.480453014 | 2357 | 1.6% |
| 2.206948961 | 1283 | 0.9% |
| 2.921812056 | 754 | 0.5% |
| 3.590290394 | 493 | 0.3% |
| 4.210401996 | 357 | 0.2% |
| 4.786566308 | 320 | 0.2% |
| 5.324077125 | 267 | 0.2% |
| 5.827795843 | 199 | 0.1% |
| 6.30189811 | 173 | 0.1% |
| Other values (363) | 3853 | 2.6% |
| (Missing) | 135794 |
| Value | Count | Frequency (%) |
| 0 | 4150 | |
| 1.480453014 | 2357 | |
| 2.206948961 | 1283 | 0.9% |
| 2.921812056 | 754 | 0.5% |
| 3.590290394 | 493 | 0.3% |
| Value | Count | Frequency (%) |
| 44.08419937 | 1 | |
| 43.93535961 | 1 | |
| 43.51849989 | 1 | |
| 42.89126656 | 1 | |
| 42.21633488 | 1 |
DNZ_DAYS_from_last_year2
Real number (ℝ)
MISSING 
| Distinct | 730 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 135112 |
| Missing (%) | 90.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.42555792 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 44.48628888 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 15.14662631 |
| Q1 | 29.38626447 |
| median | 39.49653703 |
| Q3 | 43.42216648 |
| 95-th percentile | 44.3958152 |
| Maximum | 44.48628888 |
| Range | 43.00583586 |
| Interquartile range (IQR) | 14.03590201 |
Descriptive statistics
| Standard deviation | 9.868409608 |
|---|---|
| Coefficient of variation (CV) | 0.2785675141 |
| Kurtosis | 0.649336195 |
| Mean | 35.42555792 |
| Median Absolute Deviation (MAD) | 4.606167098 |
| Skewness | -1.186380511 |
| Sum | 527415.7064 |
| Variance | 97.38550818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44.48628888 | 142 | 0.1% |
| 44.46823623 | 132 | 0.1% |
| 44.41395213 | 130 | 0.1% |
| 44.45016259 | 127 | 0.1% |
| 44.43206791 | 118 | 0.1% |
| 44.3958152 | 116 | 0.1% |
| 44.34127699 | 101 | 0.1% |
| 44.35947768 | 100 | 0.1% |
| 44.37765707 | 99 | 0.1% |
| 44.15808613 | 96 | 0.1% |
| Other values (720) | 13727 | 9.2% |
| (Missing) | 135112 |
| Value | Count | Frequency (%) |
| 1.480453014 | 30 | |
| 2.206948961 | 17 | |
| 2.921812056 | 14 | |
| 3.590290394 | 19 | |
| 4.210401996 | 25 |
| Value | Count | Frequency (%) |
| 44.48628888 | 142 | |
| 44.46823623 | 132 | |
| 44.45016259 | 127 | |
| 44.43206791 | 118 | |
| 44.41395213 | 130 |
DNZ_MAX_days_closed_loan_year2
Real number (ℝ)
MISSING 
| Distinct | 460 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 135794 |
| Missing (%) | 90.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.112429 |
| Minimum | 0 |
|---|---|
| Maximum | 44.08419937 |
| Zeros | 1193 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.210401996 |
| median | 11.10002615 |
| Q3 | 18.2963085 |
| 95-th percentile | 29.38626447 |
| Maximum | 44.08419937 |
| Range | 44.08419937 |
| Interquartile range (IQR) | 14.08590651 |
Descriptive statistics
| Standard deviation | 9.220877535 |
|---|---|
| Coefficient of variation (CV) | 0.7612740212 |
| Kurtosis | -0.2932574307 |
| Mean | 12.112429 |
| Median Absolute Deviation (MAD) | 7.065539212 |
| Skewness | 0.6230634074 |
| Sum | 172069.1664 |
| Variance | 85.02458251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1193 | 0.8% |
| 1.480453014 | 844 | 0.6% |
| 2.206948961 | 664 | 0.4% |
| 2.921812056 | 455 | 0.3% |
| 3.590290394 | 368 | 0.2% |
| 4.786566308 | 309 | 0.2% |
| 4.210401996 | 304 | 0.2% |
| 5.324077125 | 256 | 0.2% |
| 5.827795843 | 240 | 0.2% |
| 6.30189811 | 227 | 0.2% |
| Other values (450) | 9346 | 6.2% |
| (Missing) | 135794 |
| Value | Count | Frequency (%) |
| 0 | 1193 | |
| 1.480453014 | 844 | |
| 2.206948961 | 664 | |
| 2.921812056 | 455 | 0.3% |
| 3.590290394 | 368 | 0.2% |
| Value | Count | Frequency (%) |
| 44.08419937 | 1 | |
| 43.93535961 | 1 | |
| 43.51849989 | 1 | |
| 42.97108718 | 1 | |
| 42.89126656 | 1 |
DNZ_STD_days_closed_loan_year5
Real number (ℝ)
MISSING 
| Distinct | 6387 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 140423 |
| Missing (%) | 93.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.02255934 |
| Minimum | 0 |
|---|---|
| Maximum | 41.93406313 |
| Zeros | 225 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.286011037 |
| Q1 | 4.52708334 |
| median | 8.535155554 |
| Q3 | 14.12564013 |
| 95-th percentile | 24.15297935 |
| Maximum | 41.93406313 |
| Range | 41.93406313 |
| Interquartile range (IQR) | 9.598556787 |
Descriptive statistics
| Standard deviation | 7.12493703 |
|---|---|
| Coefficient of variation (CV) | 0.7108899823 |
| Kurtosis | 0.5150344651 |
| Mean | 10.02255934 |
| Median Absolute Deviation (MAD) | 4.668274618 |
| Skewness | 0.9245580434 |
| Sum | 95986.05077 |
| Variance | 50.76472768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.286011037 | 227 | 0.2% |
| 0 | 225 | 0.1% |
| 1.7768194 | 133 | 0.1% |
| 2.295626948 | 112 | 0.1% |
| 2.802182867 | 111 | 0.1% |
| 1.207704776 | 67 | < 0.1% |
| 3.285971051 | 58 | < 0.1% |
| 4.180332858 | 58 | < 0.1% |
| 5.36093755 | 54 | < 0.1% |
| 3.745070139 | 52 | < 0.1% |
| Other values (6377) | 8480 | 5.7% |
| (Missing) | 140423 |
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 1.117201184 | 1 | < 0.1% |
| 1.117201184 | 1 | < 0.1% |
| 1.132220283 | 1 | < 0.1% |
| 1.136633766 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 41.93406313 | 1 | |
| 41.06601145 | 1 | |
| 40.14474538 | 1 | |
| 39.83612515 | 1 | |
| 38.36160148 | 1 |
DNZ_MIN_days_closed_loan_year5
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 535 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 133198 |
| Missing (%) | 88.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.99112848 |
| Minimum | 0 |
|---|---|
| Maximum | 54.00855165 |
| Zeros | 4915 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.206948961 |
| Q3 | 7.964623589 |
| 95-th percentile | 25.13417803 |
| Maximum | 54.00855165 |
| Range | 54.00855165 |
| Interquartile range (IQR) | 7.964623589 |
Descriptive statistics
| Standard deviation | 8.572680266 |
|---|---|
| Coefficient of variation (CV) | 1.430895748 |
| Kurtosis | 4.575549429 |
| Mean | 5.99112848 |
| Median Absolute Deviation (MAD) | 2.206948961 |
| Skewness | 2.104957861 |
| Sum | 100662.9407 |
| Variance | 73.49084695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4915 | 3.3% |
| 1.480453014 | 2669 | 1.8% |
| 2.206948961 | 1443 | 1.0% |
| 2.921812056 | 863 | 0.6% |
| 3.590290394 | 593 | 0.4% |
| 4.210401996 | 435 | 0.3% |
| 4.786566308 | 365 | 0.2% |
| 5.324077125 | 293 | 0.2% |
| 5.827795843 | 240 | 0.2% |
| 6.30189811 | 191 | 0.1% |
| Other values (525) | 4795 | 3.2% |
| (Missing) | 133198 |
| Value | Count | Frequency (%) |
| 0 | 4915 | |
| 1.480453014 | 2669 | |
| 2.206948961 | 1443 | 1.0% |
| 2.921812056 | 863 | 0.6% |
| 3.590290394 | 593 | 0.4% |
| Value | Count | Frequency (%) |
| 54.00855165 | 1 | |
| 53.05968795 | 1 | |
| 52.08760354 | 1 | |
| 51.52713475 | 1 | |
| 51.36345432 | 1 |
DNZ_COUNT_open_loan_year2
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 135112 |
| Missing (%) | 90.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2128996442 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 12747 |
| Zeros (%) | 8.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5194995561 |
|---|---|
| Coefficient of variation (CV) | 2.440114722 |
| Kurtosis | 2.122836865 |
| Mean | 0.2128996442 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.030406784 |
| Sum | 3169.649903 |
| Variance | 0.2698797888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12747 | 8.5% |
| 1.480453014 | 2141 | 1.4% |
| (Missing) | 135112 |
| Value | Count | Frequency (%) |
| 0 | 12747 | |
| 1.480453014 | 2141 | 1.4% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2141 | 1.4% |
| 0 | 12747 |
DNZ_MEAN_days_closed_loan_year5
Real number (ℝ)
MISSING 
| Distinct | 3691 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 133198 |
| Missing (%) | 88.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.892336803 |
| Minimum | 0 |
|---|---|
| Maximum | 54.00855165 |
| Zeros | 1329 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.262248815 |
| median | 7.735346994 |
| Q3 | 13.93085747 |
| 95-th percentile | 27.37642559 |
| Maximum | 54.00855165 |
| Range | 54.00855165 |
| Interquartile range (IQR) | 10.66860866 |
Descriptive statistics
| Standard deviation | 8.660968454 |
|---|---|
| Coefficient of variation (CV) | 0.875523006 |
| Kurtosis | 1.97652152 |
| Mean | 9.892336803 |
| Median Absolute Deviation (MAD) | 5.056921127 |
| Skewness | 1.34407529 |
| Sum | 166211.043 |
| Variance | 75.01237456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1329 | 0.9% |
| 1.480453014 | 829 | 0.6% |
| 2.206948961 | 645 | 0.4% |
| 2.921812056 | 389 | 0.3% |
| 3.590290394 | 361 | 0.2% |
| 4.786566308 | 268 | 0.2% |
| 4.210401996 | 259 | 0.2% |
| 5.324077125 | 188 | 0.1% |
| 5.827795843 | 188 | 0.1% |
| 6.30189811 | 177 | 0.1% |
| Other values (3681) | 12169 | 8.1% |
| (Missing) | 133198 |
| Value | Count | Frequency (%) |
| 0 | 1329 | |
| 1.023762432 | 3 | < 0.1% |
| 1.03324115 | 1 | < 0.1% |
| 1.043114106 | 1 | < 0.1% |
| 1.049793044 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.00855165 | 1 | |
| 53.05968795 | 1 | |
| 52.08760354 | 1 | |
| 51.52713475 | 1 | |
| 51.36345432 | 1 |
DNZ_DAYS_from_last_year5
Real number (ℝ)
MISSING 
| Distinct | 1261 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 132564 |
| Missing (%) | 88.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.87484423 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 56.49502053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 17.20345623 |
| Q1 | 32.04890056 |
| median | 43.80393935 |
| Q3 | 47.09013733 |
| 95-th percentile | 48.29720126 |
| Maximum | 56.49502053 |
| Range | 55.01456752 |
| Interquartile range (IQR) | 15.04123677 |
Descriptive statistics
| Standard deviation | 10.71286679 |
|---|---|
| Coefficient of variation (CV) | 0.2755732403 |
| Kurtosis | 0.7188010449 |
| Mean | 38.87484423 |
| Median Absolute Deviation (MAD) | 3.930501552 |
| Skewness | -1.235146848 |
| Sum | 677821.784 |
| Variance | 114.7655148 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.71974833 | 108 | 0.1% |
| 47.73444091 | 100 | 0.1% |
| 47.69032266 | 90 | 0.1% |
| 47.74912002 | 88 | 0.1% |
| 47.76378569 | 83 | 0.1% |
| 47.67558952 | 83 | 0.1% |
| 23.75943179 | 79 | 0.1% |
| 47.70504225 | 75 | 0.1% |
| 47.3479782 | 71 | < 0.1% |
| 47.66084281 | 70 | < 0.1% |
| Other values (1251) | 16589 | 11.1% |
| (Missing) | 132564 |
| Value | Count | Frequency (%) |
| 1.480453014 | 29 | |
| 2.206948961 | 17 | |
| 2.921812056 | 13 | |
| 3.590290394 | 18 | |
| 4.210401996 | 23 |
| Value | Count | Frequency (%) |
| 56.49502053 | 1 | |
| 56.4863511 | 1 | |
| 56.44293831 | 1 | |
| 56.05610207 | 1 | |
| 55.73297991 | 1 |
DNZ_MEAN_days_open_loan_year5
Real number (ℝ)
MISSING 
| Distinct | 409 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 147835 |
| Missing (%) | 98.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.90217486 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 55.73297991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 6.30189811 |
| median | 13.22556513 |
| Q3 | 24.38962268 |
| 95-th percentile | 37.70162628 |
| Maximum | 55.73297991 |
| Range | 54.2525269 |
| Interquartile range (IQR) | 18.08772457 |
Descriptive statistics
| Standard deviation | 11.21933257 |
|---|---|
| Coefficient of variation (CV) | 0.7055218967 |
| Kurtosis | -0.3018876803 |
| Mean | 15.90217486 |
| Median Absolute Deviation (MAD) | 8.12228836 |
| Skewness | 0.6829847114 |
| Sum | 34428.20858 |
| Variance | 125.8734234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 123 | 0.1% |
| 2.206948961 | 81 | 0.1% |
| 3.590290394 | 58 | < 0.1% |
| 4.210401996 | 57 | < 0.1% |
| 2.921812056 | 54 | < 0.1% |
| 5.827795843 | 51 | < 0.1% |
| 5.324077125 | 48 | < 0.1% |
| 7.174761058 | 44 | < 0.1% |
| 4.786566308 | 44 | < 0.1% |
| 9.974411855 | 37 | < 0.1% |
| Other values (399) | 1568 | 1.0% |
| (Missing) | 147835 |
| Value | Count | Frequency (%) |
| 1.480453014 | 123 | |
| 2.206948961 | 81 | |
| 2.921812056 | 54 | |
| 3.590290394 | 58 | |
| 4.210401996 | 57 |
| Value | Count | Frequency (%) |
| 55.73297991 | 1 | |
| 55.51412519 | 1 | |
| 53.64360474 | 1 | |
| 53.20758251 | 1 | |
| 49.57798198 | 1 |
DNZ_COUNT_closed_loan_year5
Real number (ℝ)
MISSING 
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 132564 |
| Missing (%) | 88.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.560282576 |
| Minimum | 0 |
|---|---|
| Maximum | 43.99134241 |
| Zeros | 634 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 2.206948961 |
| Q3 | 4.210401996 |
| 95-th percentile | 10.83132398 |
| Maximum | 43.99134241 |
| Range | 43.99134241 |
| Interquartile range (IQR) | 2.729948982 |
Descriptive statistics
| Standard deviation | 3.484828615 |
|---|---|
| Coefficient of variation (CV) | 0.9788067493 |
| Kurtosis | 8.450184923 |
| Mean | 3.560282576 |
| Median Absolute Deviation (MAD) | 0.7264959469 |
| Skewness | 2.472615029 |
| Sum | 62077.087 |
| Variance | 12.14403048 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 7225 | 4.8% |
| 2.206948961 | 2392 | 1.6% |
| 2.921812056 | 1394 | 0.9% |
| 3.590290394 | 914 | 0.6% |
| 4.210401996 | 649 | 0.4% |
| 0 | 634 | 0.4% |
| 4.786566308 | 509 | 0.3% |
| 5.324077125 | 423 | 0.3% |
| 5.827795843 | 375 | 0.2% |
| 6.30189811 | 318 | 0.2% |
| Other values (121) | 2603 | 1.7% |
| (Missing) | 132564 |
| Value | Count | Frequency (%) |
| 0 | 634 | 0.4% |
| 1.480453014 | 7225 | |
| 2.206948961 | 2392 | 1.6% |
| 2.921812056 | 1394 | 0.9% |
| 3.590290394 | 914 | 0.6% |
| Value | Count | Frequency (%) |
| 43.99134241 | 1 | |
| 31.96388736 | 1 | |
| 30.52533481 | 1 | |
| 29.79369859 | 1 | |
| 29.69301652 | 1 |
DNZ_COUNT_closed_loan_year2
Real number (ℝ)
MISSING 
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 135112 |
| Missing (%) | 90.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.341514615 |
| Minimum | 0 |
|---|---|
| Maximum | 39.81889907 |
| Zeros | 682 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 2.206948961 |
| Q3 | 4.210401996 |
| 95-th percentile | 9.974411855 |
| Maximum | 39.81889907 |
| Range | 39.81889907 |
| Interquartile range (IQR) | 2.729948982 |
Descriptive statistics
| Standard deviation | 3.226772549 |
|---|---|
| Coefficient of variation (CV) | 0.9656616597 |
| Kurtosis | 9.303725233 |
| Mean | 3.341514615 |
| Median Absolute Deviation (MAD) | 0.7264959469 |
| Skewness | 2.562378571 |
| Sum | 49748.46959 |
| Variance | 10.41206108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 6283 | 4.2% |
| 2.206948961 | 2037 | 1.4% |
| 2.921812056 | 1176 | 0.8% |
| 3.590290394 | 817 | 0.5% |
| 0 | 682 | 0.5% |
| 4.210401996 | 565 | 0.4% |
| 4.786566308 | 451 | 0.3% |
| 5.324077125 | 378 | 0.3% |
| 5.827795843 | 316 | 0.2% |
| 6.30189811 | 253 | 0.2% |
| Other values (104) | 1930 | 1.3% |
| (Missing) | 135112 |
| Value | Count | Frequency (%) |
| 0 | 682 | 0.5% |
| 1.480453014 | 6283 | |
| 2.206948961 | 2037 | 1.4% |
| 2.921812056 | 1176 | 0.8% |
| 3.590290394 | 817 | 0.5% |
| Value | Count | Frequency (%) |
| 39.81889907 | 1 | |
| 31.57458603 | 1 | |
| 27.96680086 | 1 | |
| 27.85088076 | 1 | |
| 27.31586083 | 1 |
DNZ_MAX_days_closed_loan_year5
Real number (ℝ)
MISSING 
| Distinct | 644 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 133198 |
| Missing (%) | 88.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.47771132 |
| Minimum | 0 |
|---|---|
| Maximum | 54.00855165 |
| Zeros | 1329 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.210401996 |
| median | 12.33868121 |
| Q3 | 20.31118337 |
| 95-th percentile | 32.87107067 |
| Maximum | 54.00855165 |
| Range | 54.00855165 |
| Interquartile range (IQR) | 16.10078138 |
Descriptive statistics
| Standard deviation | 10.33077491 |
|---|---|
| Coefficient of variation (CV) | 0.7665081008 |
| Kurtosis | -0.1801960857 |
| Mean | 13.47771132 |
| Median Absolute Deviation (MAD) | 8.080493318 |
| Skewness | 0.665000857 |
| Sum | 226452.5056 |
| Variance | 106.7249102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1329 | 0.9% |
| 1.480453014 | 897 | 0.6% |
| 2.206948961 | 743 | 0.5% |
| 2.921812056 | 501 | 0.3% |
| 3.590290394 | 417 | 0.3% |
| 4.210401996 | 348 | 0.2% |
| 4.786566308 | 346 | 0.2% |
| 5.827795843 | 271 | 0.2% |
| 5.324077125 | 270 | 0.2% |
| 6.30189811 | 248 | 0.2% |
| Other values (634) | 11432 | 7.6% |
| (Missing) | 133198 |
| Value | Count | Frequency (%) |
| 0 | 1329 | |
| 1.480453014 | 897 | |
| 2.206948961 | 743 | |
| 2.921812056 | 501 | 0.3% |
| 3.590290394 | 417 | 0.3% |
| Value | Count | Frequency (%) |
| 54.00855165 | 1 | |
| 53.05968795 | 1 | |
| 52.08760354 | 1 | |
| 51.52713475 | 1 | |
| 51.36345432 | 1 |
DNZ_COUNT_open_loan_year5
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 132564 |
| Missing (%) | 88.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1838254631 |
| Minimum | 0 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 15271 |
| Zeros (%) | 10.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 1.480453014 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4882282571 |
|---|---|
| Coefficient of variation (CV) | 2.655933779 |
| Kurtosis | 3.196612355 |
| Mean | 0.1838254631 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.279527517 |
| Sum | 3205.180775 |
| Variance | 0.238366831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15271 | 10.2% |
| 1.480453014 | 2165 | 1.4% |
| (Missing) | 132564 |
| Value | Count | Frequency (%) |
| 0 | 15271 | |
| 1.480453014 | 2165 | 1.4% |
| Value | Count | Frequency (%) |
| 1.480453014 | 2165 | 1.4% |
| 0 | 15271 |
DNZ_MEAN_days_open_loan_year2
Real number (ℝ)
MISSING 
| Distinct | 387 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 147859 |
| Missing (%) | 98.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.5469288 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 43.78507345 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 6.30189811 |
| median | 13.01132535 |
| Q3 | 23.84002136 |
| 95-th percentile | 36.25433619 |
| Maximum | 43.78507345 |
| Range | 42.30462044 |
| Interquartile range (IQR) | 17.53812325 |
Descriptive statistics
| Standard deviation | 10.75968753 |
|---|---|
| Coefficient of variation (CV) | 0.6920780093 |
| Kurtosis | -0.6116372396 |
| Mean | 15.5469288 |
| Median Absolute Deviation (MAD) | 8.22475904 |
| Skewness | 0.5853468144 |
| Sum | 33285.97456 |
| Variance | 115.7708758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 123 | 0.1% |
| 2.206948961 | 81 | 0.1% |
| 3.590290394 | 58 | < 0.1% |
| 4.210401996 | 57 | < 0.1% |
| 2.921812056 | 54 | < 0.1% |
| 5.827795843 | 51 | < 0.1% |
| 5.324077125 | 48 | < 0.1% |
| 4.786566308 | 44 | < 0.1% |
| 7.174761058 | 44 | < 0.1% |
| 9.974411855 | 37 | < 0.1% |
| Other values (377) | 1544 | 1.0% |
| (Missing) | 147859 |
| Value | Count | Frequency (%) |
| 1.480453014 | 123 | |
| 2.206948961 | 81 | |
| 2.921812056 | 54 | |
| 3.590290394 | 58 | |
| 4.210401996 | 57 |
| Value | Count | Frequency (%) |
| 43.78507345 | 1 | |
| 43.59513515 | 1 | |
| 43.44148144 | 1 | |
| 43.32522624 | 1 | |
| 43.20808527 | 1 |
myvf_day_usage
Real number (ℝ)
MISSING 
| Distinct | 1946 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 67188 |
| Missing (%) | 44.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.67759752 |
| Minimum | 0 |
|---|---|
| Maximum | 58.38948281 |
| Zeros | 37 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18.16556536 |
| Q1 | 32.71054613 |
| median | 45.36326133 |
| Q3 | 51.7925726 |
| 95-th percentile | 56.8212664 |
| Maximum | 58.38948281 |
| Range | 58.38948281 |
| Interquartile range (IQR) | 19.08202647 |
Descriptive statistics
| Standard deviation | 12.33908872 |
|---|---|
| Coefficient of variation (CV) | 0.2960604607 |
| Kurtosis | -0.2322548783 |
| Mean | 41.67759752 |
| Median Absolute Deviation (MAD) | 7.980493826 |
| Skewness | -0.7863171422 |
| Sum | 3451405.205 |
| Variance | 152.2531104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.67432073 | 390 | 0.3% |
| 53.66408829 | 268 | 0.2% |
| 29.12504295 | 228 | 0.2% |
| 30.80707399 | 198 | 0.1% |
| 53.58200407 | 148 | 0.1% |
| 53.54081129 | 127 | 0.1% |
| 53.520177 | 122 | 0.1% |
| 52.64066997 | 116 | 0.1% |
| 23.84002136 | 115 | 0.1% |
| 34.01885111 | 114 | 0.1% |
| Other values (1936) | 80986 | |
| (Missing) | 67188 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1.480453014 | 45 | |
| 2.206948961 | 54 | |
| 2.921812056 | 51 | |
| 3.590290394 | 42 |
| Value | Count | Frequency (%) |
| 58.38948281 | 1 | < 0.1% |
| 58.38171125 | 46 | |
| 58.37393623 | 29 | |
| 58.36615774 | 22 | |
| 58.35837579 | 27 |
Fax
Real number (ℝ)
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 149845 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.129032258 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3551052052 |
|---|---|
| Coefficient of variation (CV) | 0.3145217532 |
| Kurtosis | 6.557452311 |
| Mean | 1.129032258 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.666375598 |
| Sum | 175 |
| Variance | 0.1260997067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 136 | 0.1% |
| 2 | 18 | < 0.1% |
| 3 | 1 | < 0.1% |
| (Missing) | 149845 |
| Value | Count | Frequency (%) |
| 1 | 136 | |
| 2 | 18 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 2 | 18 | < 0.1% |
| 1 | 136 |
tsoa_call_cnt
Real number (ℝ)
MISSING 
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 125594 |
| Missing (%) | 83.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.284383041 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 25.76787874 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 1.480453014 |
| Q3 | 2.206948961 |
| 95-th percentile | 4.786566308 |
| Maximum | 25.76787874 |
| Range | 24.28742573 |
| Interquartile range (IQR) | 0.7264959469 |
Descriptive statistics
| Standard deviation | 1.398378882 |
|---|---|
| Coefficient of variation (CV) | 0.6121472875 |
| Kurtosis | 25.47871003 |
| Mean | 2.284383041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.683900386 |
| Sum | 55752.6525 |
| Variance | 1.955463498 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 13269 | 8.8% |
| 2.206948961 | 5079 | 3.4% |
| 2.921812056 | 2453 | 1.6% |
| 3.590290394 | 1287 | 0.9% |
| 4.210401996 | 737 | 0.5% |
| 4.786566308 | 475 | 0.3% |
| 5.324077125 | 296 | 0.2% |
| 5.827795843 | 191 | 0.1% |
| 6.30189811 | 150 | 0.1% |
| 6.749901739 | 96 | 0.1% |
| Other values (41) | 373 | 0.2% |
| (Missing) | 125594 |
| Value | Count | Frequency (%) |
| 1.480453014 | 13269 | |
| 2.206948961 | 5079 | 3.4% |
| 2.921812056 | 2453 | 1.6% |
| 3.590290394 | 1287 | 0.9% |
| 4.210401996 | 737 | 0.5% |
| Value | Count | Frequency (%) |
| 25.76787874 | 1 | |
| 24.9155146 | 1 | |
| 23.99960696 | 1 | |
| 23.75943179 | 1 | |
| 20.31118337 | 1 |
tsoa_direct_cnt
Real number (ℝ)
MISSING 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 140268 |
| Missing (%) | 93.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.920471335 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 19.40804222 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 1.480453014 |
| Q3 | 2.206948961 |
| 95-th percentile | 3.590290394 |
| Maximum | 19.40804222 |
| Range | 17.9275892 |
| Interquartile range (IQR) | 0.7264959469 |
Descriptive statistics
| Standard deviation | 0.7937420891 |
|---|---|
| Coefficient of variation (CV) | 0.4133058769 |
| Kurtosis | 31.53044035 |
| Mean | 1.920471335 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.341866173 |
| Sum | 18690.02703 |
| Variance | 0.630026504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 6406 | 4.3% |
| 2.206948961 | 1849 | 1.2% |
| 2.921812056 | 816 | 0.5% |
| 3.590290394 | 356 | 0.2% |
| 4.210401996 | 150 | 0.1% |
| 4.786566308 | 85 | 0.1% |
| 5.324077125 | 38 | < 0.1% |
| 5.827795843 | 10 | < 0.1% |
| 6.30189811 | 9 | < 0.1% |
| 6.749901739 | 7 | < 0.1% |
| Other values (4) | 6 | < 0.1% |
| (Missing) | 140268 |
| Value | Count | Frequency (%) |
| 1.480453014 | 6406 | |
| 2.206948961 | 1849 | 1.2% |
| 2.921812056 | 816 | 0.5% |
| 3.590290394 | 356 | 0.2% |
| 4.210401996 | 150 | 0.1% |
| Value | Count | Frequency (%) |
| 19.40804222 | 1 | < 0.1% |
| 11.36116158 | 1 | < 0.1% |
| 7.578965206 | 2 | < 0.1% |
| 7.174761058 | 2 | < 0.1% |
| 6.749901739 | 7 |
tsoa_mail_cnt
Real number (ℝ)
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 149977 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7010547 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 2.921812056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 1.480453014 |
| Q3 | 1.843700987 |
| 95-th percentile | 2.206948961 |
| Maximum | 2.921812056 |
| Range | 1.441359042 |
| Interquartile range (IQR) | 0.3632479734 |
Descriptive statistics
| Standard deviation | 0.4043625906 |
|---|---|
| Coefficient of variation (CV) | 0.2377128676 |
| Kurtosis | 2.327121796 |
| Mean | 1.7010547 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.719833782 |
| Sum | 39.1242581 |
| Variance | 0.1635091047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 17 | < 0.1% |
| 2.206948961 | 5 | < 0.1% |
| 2.921812056 | 1 | < 0.1% |
| (Missing) | 149977 |
| Value | Count | Frequency (%) |
| 1.480453014 | 17 | |
| 2.206948961 | 5 | < 0.1% |
| 2.921812056 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.921812056 | 1 | < 0.1% |
| 2.206948961 | 5 | < 0.1% |
| 1.480453014 | 17 |
SMS
Real number (ℝ)
MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 149246 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.435013263 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.008144555 |
|---|---|
| Coefficient of variation (CV) | 0.7025332669 |
| Kurtosis | 40.39598534 |
| Mean | 1.435013263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.051529097 |
| Sum | 1082 |
| Variance | 1.016355445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 548 | 0.4% |
| 2 | 144 | 0.1% |
| 3 | 36 | < 0.1% |
| 4 | 16 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| (Missing) | 149246 |
| Value | Count | Frequency (%) |
| 1 | 548 | |
| 2 | 144 | 0.1% |
| 3 | 36 | < 0.1% |
| 4 | 16 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 4 |
tsoa_chat_cnt
Real number (ℝ)
MISSING 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 145709 |
| Missing (%) | 97.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.191141356 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 15.65849494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 1.480453014 |
| Q3 | 2.206948961 |
| 95-th percentile | 4.786566308 |
| Maximum | 15.65849494 |
| Range | 14.17804193 |
| Interquartile range (IQR) | 0.7264959469 |
Descriptive statistics
| Standard deviation | 1.219907132 |
|---|---|
| Coefficient of variation (CV) | 0.5567450627 |
| Kurtosis | 14.89656866 |
| Mean | 2.191141356 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.074675488 |
| Sum | 9402.187558 |
| Variance | 1.48817341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 2432 | 1.6% |
| 2.206948961 | 891 | 0.6% |
| 2.921812056 | 414 | 0.3% |
| 3.590290394 | 215 | 0.1% |
| 4.210401996 | 100 | 0.1% |
| 4.786566308 | 73 | < 0.1% |
| 5.324077125 | 61 | < 0.1% |
| 5.827795843 | 35 | < 0.1% |
| 6.30189811 | 17 | < 0.1% |
| 6.749901739 | 13 | < 0.1% |
| Other values (16) | 40 | < 0.1% |
| (Missing) | 145709 |
| Value | Count | Frequency (%) |
| 1.480453014 | 2432 | |
| 2.206948961 | 891 | 0.6% |
| 2.921812056 | 414 | 0.3% |
| 3.590290394 | 215 | 0.1% |
| 4.210401996 | 100 | 0.1% |
| Value | Count | Frequency (%) |
| 15.65849494 | 1 | |
| 13.43521855 | 1 | |
| 13.01132535 | 1 | |
| 12.1035869 | 1 | |
| 11.36116158 | 1 |
CALCULATION_METHOD_ID
Real number (ℝ)
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 150000 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 150000 |
| Value | Count | Frequency (%) |
| 1 | 150000 |
| Value | Count | Frequency (%) |
| 1 | 150000 |
loc_is_obl_center
Real number (ℝ)
ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 880 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3573363734 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 95834 |
| Zeros (%) | 63.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4792166834 |
|---|---|
| Coefficient of variation (CV) | 1.341080055 |
| Kurtosis | -1.645507325 |
| Mean | 0.3573363734 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5954114077 |
| Sum | 53286 |
| Variance | 0.2296486297 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 95834 | |
| 1 | 53286 | |
| (Missing) | 880 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 95834 | |
| 1 | 53286 |
| Value | Count | Frequency (%) |
| 1 | 53286 | |
| 0 | 95834 |
loc_cnt_events
Real number (ℝ)
| Distinct | 2646 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 880 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.98288232 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 140.7885875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 11.10002615 |
| Q1 | 22.57036682 |
| median | 30.18892289 |
| Q3 | 37.42703612 |
| 95-th percentile | 47.74912002 |
| Maximum | 140.7885875 |
| Range | 139.3081345 |
| Interquartile range (IQR) | 14.8566693 |
Descriptive statistics
| Standard deviation | 11.21643387 |
|---|---|
| Coefficient of variation (CV) | 0.3740945833 |
| Kurtosis | 1.085810764 |
| Mean | 29.98288232 |
| Median Absolute Deviation (MAD) | 7.441258708 |
| Skewness | 0.1548633991 |
| Sum | 4471047.412 |
| Variance | 125.8083887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 436 | 0.3% |
| 17.05871926 | 418 | 0.3% |
| 20.31118337 | 417 | 0.3% |
| 20.41917452 | 416 | 0.3% |
| 18.03323823 | 415 | 0.3% |
| 17.62631161 | 414 | 0.3% |
| 19.17043973 | 413 | 0.3% |
| 20.6321375 | 410 | 0.3% |
| 17.34626355 | 409 | 0.3% |
| 24.38962268 | 404 | 0.3% |
| Other values (2636) | 144968 | |
| (Missing) | 880 | 0.6% |
| Value | Count | Frequency (%) |
| 1.480453014 | 436 | |
| 2.206948961 | 317 | |
| 2.921812056 | 357 | |
| 3.590290394 | 360 | |
| 4.210401996 | 338 |
| Value | Count | Frequency (%) |
| 140.7885875 | 1 | |
| 133.6811084 | 1 | |
| 129.3846697 | 1 | |
| 125.6499032 | 1 | |
| 123.2969509 | 1 |
loc_market_share
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 880 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.109742993 |
| Minimum | 1.003115098 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.003115098 |
|---|---|
| 5-th percentile | 1.00768156 |
| Q1 | 1.066428978 |
| median | 1.101459103 |
| Q3 | 1.150370416 |
| 95-th percentile | 1.197289538 |
| Maximum | 1.480453014 |
| Range | 0.4773379157 |
| Interquartile range (IQR) | 0.08394143865 |
Descriptive statistics
| Standard deviation | 0.06227914142 |
|---|---|
| Coefficient of variation (CV) | 0.05612032858 |
| Kurtosis | 5.27743223 |
| Mean | 1.109742993 |
| Median Absolute Deviation (MAD) | 0.03787518563 |
| Skewness | 1.066278178 |
| Sum | 165484.8752 |
| Variance | 0.003878691456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.066428978 | 21198 | |
| 1.098508969 | 15687 | 10.5% |
| 1.186492133 | 12573 | 8.4% |
| 1.142799598 | 11930 | 8.0% |
| 1.063583917 | 8674 | 5.8% |
| 1.183024401 | 8503 | 5.7% |
| 1.197289538 | 7566 | 5.0% |
| 1.117664207 | 7389 | 4.9% |
| 1.134740914 | 6247 | 4.2% |
| 1.108346208 | 5446 | 3.6% |
| Other values (15) | 43907 |
| Value | Count | Frequency (%) |
| 1.003115098 | 1615 | |
| 1.00397766 | 2916 | |
| 1.004452043 | 1121 | 0.7% |
| 1.00768156 | 2513 | |
| 1.016507409 | 1334 |
| Value | Count | Frequency (%) |
| 1.480453014 | 824 | 0.5% |
| 1.242314235 | 210 | 0.1% |
| 1.197289538 | 7566 | |
| 1.186492133 | 12573 | |
| 1.183024401 | 8503 |
device_sim_count
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9558 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.888552897 |
| Minimum | 0 |
|---|---|
| Maximum | 3.590290394 |
| Zeros | 9322 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.480453014 |
| median | 2.206948961 |
| Q3 | 2.206948961 |
| 95-th percentile | 2.206948961 |
| Maximum | 3.590290394 |
| Range | 3.590290394 |
| Interquartile range (IQR) | 0.7264959469 |
Descriptive statistics
| Standard deviation | 0.5908433798 |
|---|---|
| Coefficient of variation (CV) | 0.3128550863 |
| Kurtosis | 4.080997216 |
| Mean | 1.888552897 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.12192699 |
| Sum | 265232.146 |
| Variance | 0.3490958994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.206948961 | 97438 | |
| 1.480453014 | 33484 | 22.3% |
| 0 | 9322 | 6.2% |
| 2.921812056 | 136 | 0.1% |
| 3.590290394 | 62 | < 0.1% |
| (Missing) | 9558 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 9322 | 6.2% |
| 1.480453014 | 33484 | 22.3% |
| 2.206948961 | 97438 | |
| 2.921812056 | 136 | 0.1% |
| 3.590290394 | 62 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.590290394 | 62 | < 0.1% |
| 2.921812056 | 136 | 0.1% |
| 2.206948961 | 97438 | |
| 1.480453014 | 33484 | 22.3% |
| 0 | 9322 | 6.2% |
device_days_usage
Real number (ℝ)
MISSING 
| Distinct | 4253 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.10205516 |
| Minimum | 2.206948961 |
|---|---|
| Maximum | 74.53207709 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 2.206948961 |
|---|---|
| 5-th percentile | 13.01132535 |
| Q1 | 26.82067032 |
| median | 36.19153296 |
| Q3 | 46.59315523 |
| 95-th percentile | 56.85355362 |
| Maximum | 74.53207709 |
| Range | 72.32512813 |
| Interquartile range (IQR) | 19.77248491 |
Descriptive statistics
| Standard deviation | 13.75816465 |
|---|---|
| Coefficient of variation (CV) | 0.3810908988 |
| Kurtosis | -0.3338428929 |
| Mean | 36.10205516 |
| Median Absolute Deviation (MAD) | 9.888552941 |
| Skewness | -0.06931778843 |
| Sum | 5154109.905 |
| Variance | 189.2870946 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.33292594 | 880 | 0.6% |
| 28.25211494 | 380 | 0.3% |
| 2.921812056 | 379 | 0.3% |
| 3.590290394 | 351 | 0.2% |
| 15.49067931 | 324 | 0.2% |
| 15.32009119 | 313 | 0.2% |
| 2.206948961 | 310 | 0.2% |
| 15.98619727 | 308 | 0.2% |
| 4.210401996 | 306 | 0.2% |
| 14.97017418 | 305 | 0.2% |
| Other values (4243) | 138909 | |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 2.206948961 | 310 | |
| 2.921812056 | 379 | |
| 3.590290394 | 351 | |
| 4.210401996 | 306 | |
| 4.786566308 | 277 |
| Value | Count | Frequency (%) |
| 74.53207709 | 100 | |
| 74.52883972 | 24 | < 0.1% |
| 74.52560181 | 10 | < 0.1% |
| 74.52236336 | 7 | < 0.1% |
| 74.51912436 | 4 | < 0.1% |
device_has_wifi
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9558 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7674627248 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 32658 |
| Zeros (%) | 21.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4224511351 |
|---|---|
| Coefficient of variation (CV) | 0.5504516655 |
| Kurtosis | -0.396590702 |
| Mean | 0.7674627248 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.26626022 |
| Sum | 107784 |
| Variance | 0.1784649616 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 107784 | |
| 0 | 32658 | 21.8% |
| (Missing) | 9558 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 32658 | 21.8% |
| 1 | 107784 |
| Value | Count | Frequency (%) |
| 1 | 107784 | |
| 0 | 32658 | 21.8% |
device_brand_nan
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01627149511 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 140442 |
| Zeros (%) | 93.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1265181634 |
|---|---|
| Coefficient of variation (CV) | 7.775447957 |
| Kurtosis | 56.47572803 |
| Mean | 0.01627149511 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.646890666 |
| Sum | 2323 |
| Variance | 0.01600684568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 140442 | |
| 1 | 2323 | 1.5% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 140442 | |
| 1 | 2323 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 2323 | 1.5% |
| 0 | 140442 |
device_type_tablet
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007382761881 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 141711 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08560553744 |
|---|---|
| Coefficient of variation (CV) | 11.5953269 |
| Kurtosis | 130.4627129 |
| Mean | 0.007382761881 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.50916527 |
| Sum | 1054 |
| Variance | 0.00732830804 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141711 | |
| 1 | 1054 | 0.7% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 141711 | |
| 1 | 1054 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 1054 | 0.7% |
| 0 | 141711 |
device_brand_xiaomi
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2817006969 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 102548 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4498297807 |
|---|---|
| Coefficient of variation (CV) | 1.596835881 |
| Kurtosis | -1.057950731 |
| Mean | 0.2817006969 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9705998607 |
| Sum | 40217 |
| Variance | 0.2023468316 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102548 | |
| 1 | 40217 | 26.8% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 102548 | |
| 1 | 40217 | 26.8% |
| Value | Count | Frequency (%) |
| 1 | 40217 | 26.8% |
| 0 | 102548 |
imei_mean_price
Real number (ℝ)
MISSING 
| Distinct | 3332 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 32582 |
| Missing (%) | 21.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.10177113 |
| Minimum | 6.749901739 |
|---|---|
| Maximum | 75.27205973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 6.749901739 |
|---|---|
| 5-th percentile | 13.50412131 |
| Q1 | 20.31118337 |
| median | 23.75943179 |
| Q3 | 27.58616744 |
| 95-th percentile | 35.45969523 |
| Maximum | 75.27205973 |
| Range | 68.52215799 |
| Interquartile range (IQR) | 7.274984063 |
Descriptive statistics
| Standard deviation | 6.483568985 |
|---|---|
| Coefficient of variation (CV) | 0.2690079891 |
| Kurtosis | 1.067037484 |
| Mean | 24.10177113 |
| Median Absolute Deviation (MAD) | 3.677272342 |
| Skewness | 0.5220519524 |
| Sum | 2829981.763 |
| Variance | 42.03666679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.17967472 | 3028 | 2.0% |
| 23.99960696 | 3007 | 2.0% |
| 10.26911687 | 2725 | 1.8% |
| 21.34785349 | 2688 | 1.8% |
| 19.17043973 | 2588 | 1.7% |
| 24.76754894 | 2449 | 1.6% |
| 20.31118337 | 2311 | 1.5% |
| 22.29933738 | 2310 | 1.5% |
| 16.45925281 | 2310 | 1.5% |
| 12.79226812 | 2108 | 1.4% |
| Other values (3322) | 91894 | |
| (Missing) | 32582 | 21.7% |
| Value | Count | Frequency (%) |
| 6.749901739 | 5 | < 0.1% |
| 10.26911687 | 2725 | |
| 10.52896186 | 1 | < 0.1% |
| 10.7399882 | 3 | < 0.1% |
| 10.83132398 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 75.27205973 | 1 | < 0.1% |
| 69.85749541 | 1 | < 0.1% |
| 61.12533233 | 1 | < 0.1% |
| 53.59228652 | 1 | < 0.1% |
| 51.86112364 | 63 |
device_brand_meizu
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01346968795 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 140842 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1152750994 |
|---|---|
| Coefficient of variation (CV) | 8.558112096 |
| Kurtosis | 69.25689079 |
| Mean | 0.01346968795 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.441322205 |
| Sum | 1923 |
| Variance | 0.01328834853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 140842 | |
| 1 | 1923 | 1.3% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 140842 | |
| 1 | 1923 | 1.3% |
| Value | Count | Frequency (%) |
| 1 | 1923 | 1.3% |
| 0 | 140842 |
imei_max_price
Real number (ℝ)
MISSING 
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 32582 |
| Missing (%) | 21.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.3797318 |
| Minimum | 6.749901739 |
|---|---|
| Maximum | 81.54604086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 6.749901739 |
|---|---|
| 5-th percentile | 14.79061749 |
| Q1 | 23.5966197 |
| median | 28.02437138 |
| Q3 | 33.57110757 |
| 95-th percentile | 43.74727236 |
| Maximum | 81.54604086 |
| Range | 74.79613912 |
| Interquartile range (IQR) | 9.974487869 |
Descriptive statistics
| Standard deviation | 8.127451822 |
|---|---|
| Coefficient of variation (CV) | 0.2863822632 |
| Kurtosis | 0.2766554541 |
| Mean | 28.3797318 |
| Median Absolute Deviation (MAD) | 4.844696667 |
| Skewness | 0.2268374552 |
| Sum | 3332291.348 |
| Variance | 66.05547312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.99960696 | 6256 | 4.2% |
| 28.58637616 | 5990 | 4.0% |
| 32.79104338 | 5624 | 3.7% |
| 26.17309696 | 5504 | 3.7% |
| 29.12504295 | 5349 | 3.6% |
| 23.17967472 | 4622 | 3.1% |
| 24.76754894 | 4412 | 2.9% |
| 28.02437138 | 4381 | 2.9% |
| 26.82067032 | 4323 | 2.9% |
| 21.34785349 | 3584 | 2.4% |
| Other values (78) | 67373 | |
| (Missing) | 32582 |
| Value | Count | Frequency (%) |
| 6.749901739 | 5 | < 0.1% |
| 10.26911687 | 2724 | |
| 12.79226812 | 2228 | |
| 14.79061749 | 2289 | |
| 16.45925281 | 2939 |
| Value | Count | Frequency (%) |
| 81.54604086 | 1 | < 0.1% |
| 75.27205973 | 4 | |
| 74.08344565 | 9 | |
| 66.74000813 | 4 | |
| 61.12533233 | 5 |
device_has_lte
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9558 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7783212999 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 31133 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4153775181 |
|---|---|
| Coefficient of variation (CV) | 0.5336838632 |
| Kurtosis | -0.2041147983 |
| Mean | 0.7783212999 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.340107499 |
| Sum | 109309 |
| Variance | 0.1725384826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 109309 | |
| 0 | 31133 | 20.8% |
| (Missing) | 9558 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 31133 | 20.8% |
| 1 | 109309 |
| Value | Count | Frequency (%) |
| 1 | 109309 | |
| 0 | 31133 | 20.8% |
device_brand_lg
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004861135432 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 142071 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06955241678 |
|---|---|
| Coefficient of variation (CV) | 14.30785415 |
| Kurtosis | 200.7252132 |
| Mean | 0.004861135432 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.23806171 |
| Sum | 694 |
| Variance | 0.004837538679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142071 | |
| 1 | 694 | 0.5% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 142071 | |
| 1 | 694 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 694 | 0.5% |
| 0 | 142071 |
device_brand_samsung
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2325359857 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 109567 |
| Zeros (%) | 73.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4224502943 |
|---|---|
| Coefficient of variation (CV) | 1.816709328 |
| Kurtosis | -0.3965695093 |
| Mean | 0.2325359857 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.266268552 |
| Sum | 33198 |
| Variance | 0.1784642511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 109567 | |
| 1 | 33198 | 22.1% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 109567 | |
| 1 | 33198 | 22.1% |
| Value | Count | Frequency (%) |
| 1 | 33198 | 22.1% |
| 0 | 109567 |
device_has_gprs
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
device_brand_other
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9837285049 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2323 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1265181634 |
|---|---|
| Coefficient of variation (CV) | 0.1286108543 |
| Kurtosis | 56.47572803 |
| Mean | 0.9837285049 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.646890666 |
| Sum | 140442 |
| Variance | 0.01600684568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 140442 | |
| 0 | 2323 | 1.5% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 2323 | 1.5% |
| 1 | 140442 |
| Value | Count | Frequency (%) |
| 1 | 140442 | |
| 0 | 2323 | 1.5% |
device_type_nan
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01988582636 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 139926 |
| Zeros (%) | 93.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.139608441 |
|---|---|
| Coefficient of variation (CV) | 7.02049985 |
| Kurtosis | 45.30899106 |
| Mean | 0.01988582636 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.878107031 |
| Sum | 2839 |
| Variance | 0.01949051679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 139926 | |
| 1 | 2839 | 1.9% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 139926 | |
| 1 | 2839 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 2839 | 1.9% |
| 0 | 139926 |
imei_mean_days_usage
Real number (ℝ)
| Distinct | 50808 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 1349 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.69713776 |
| Minimum | 0 |
|---|---|
| Maximum | 74.52883972 |
| Zeros | 183 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15.30391902 |
| Q1 | 27.64192223 |
| median | 35.73060598 |
| Q3 | 42.06746924 |
| 95-th percentile | 51.36345432 |
| Maximum | 74.52883972 |
| Range | 74.52883972 |
| Interquartile range (IQR) | 14.425547 |
Descriptive statistics
| Standard deviation | 10.94520307 |
|---|---|
| Coefficient of variation (CV) | 0.3154497397 |
| Kurtosis | 0.02911698573 |
| Mean | 34.69713776 |
| Median Absolute Deviation (MAD) | 7.07110602 |
| Skewness | -0.199776429 |
| Sum | 5157764.225 |
| Variance | 119.7974703 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 183 | 0.1% |
| 18.67944002 | 156 | 0.1% |
| 14.03872817 | 153 | 0.1% |
| 15.82363655 | 151 | 0.1% |
| 17.48719744 | 150 | 0.1% |
| 52.68413277 | 150 | 0.1% |
| 16.45925281 | 149 | 0.1% |
| 56.90046141 | 144 | 0.1% |
| 17.76365739 | 143 | 0.1% |
| 14.79061749 | 143 | 0.1% |
| Other values (50798) | 147129 | |
| (Missing) | 1349 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 183 | |
| 1.000891199 | 1 | < 0.1% |
| 1.001811321 | 1 | < 0.1% |
| 1.003675345 | 1 | < 0.1% |
| 1.00908403 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 74.52883972 | 36 | |
| 74.52560181 | 16 | |
| 74.52236336 | 4 | < 0.1% |
| 74.51912436 | 2 | < 0.1% |
| 74.51588483 | 3 | < 0.1% |
device_type_smartphone
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8208314363 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 25579 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3834947453 |
|---|---|
| Coefficient of variation (CV) | 0.4672027999 |
| Kurtosis | 0.7996832132 |
| Mean | 0.8208314363 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.673222045 |
| Sum | 117186 |
| Variance | 0.1470682196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 117186 | |
| 0 | 25579 | 17.1% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 25579 | 17.1% |
| 1 | 117186 |
| Value | Count | Frequency (%) |
| 1 | 117186 | |
| 0 | 25579 | 17.1% |
device_type_rus_other
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9837285049 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2323 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1265181634 |
|---|---|
| Coefficient of variation (CV) | 0.1286108543 |
| Kurtosis | 56.47572803 |
| Mean | 0.9837285049 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -7.646890666 |
| Sum | 140442 |
| Variance | 0.01600684568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 140442 | |
| 0 | 2323 | 1.5% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 2323 | 1.5% |
| 1 | 140442 |
| Value | Count | Frequency (%) |
| 1 | 140442 | |
| 0 | 2323 | 1.5% |
imei_mean_day_announced
Real number (ℝ)
MISSING 
| Distinct | 42210 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 32163 |
| Missing (%) | 21.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.35485174 |
| Minimum | -68.82989605 |
|---|---|
| Maximum | 83.46094681 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 1616 |
| Negative (%) | 1.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -68.82989605 |
|---|---|
| 5-th percentile | 33.76877553 |
| Q1 | 45.73646837 |
| median | 51.91803391 |
| Q3 | 57.43395082 |
| 95-th percentile | 65.62900239 |
| Maximum | 83.46094681 |
| Range | 152.2908429 |
| Interquartile range (IQR) | 11.69748245 |
Descriptive statistics
| Standard deviation | 13.52682915 |
|---|---|
| Coefficient of variation (CV) | 0.2686301058 |
| Kurtosis | 21.11342275 |
| Mean | 50.35485174 |
| Median Absolute Deviation (MAD) | 5.822384668 |
| Skewness | -3.514893487 |
| Sum | 5933664.665 |
| Variance | 182.9751069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.93873491 | 62 | < 0.1% |
| 43.38346366 | 49 | < 0.1% |
| 41.48812665 | 42 | < 0.1% |
| 54.7252305 | 38 | < 0.1% |
| 53.61283259 | 36 | < 0.1% |
| 53.48917801 | 36 | < 0.1% |
| 53.42700799 | 36 | < 0.1% |
| 53.55111894 | 36 | < 0.1% |
| 49.40676967 | 35 | < 0.1% |
| 47.61652096 | 35 | < 0.1% |
| Other values (42200) | 117432 | |
| (Missing) | 32163 | 21.4% |
| Value | Count | Frequency (%) |
| -68.82989605 | 1 | |
| -68.825531 | 1 | |
| -68.82116493 | 1 | |
| -68.81242975 | 1 | |
| -68.36144485 | 1 |
| Value | Count | Frequency (%) |
| 83.46094681 | 1 | |
| 82.53255037 | 1 | |
| 82.01757695 | 1 | |
| 81.81459284 | 1 | |
| 81.73147499 | 1 |
device_brand_huawei
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05824957097 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 134449 |
| Zeros (%) | 89.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2342155902 |
|---|---|
| Coefficient of variation (CV) | 4.020898117 |
| Kurtosis | 12.22983121 |
| Mean | 0.05824957097 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.772222141 |
| Sum | 8316 |
| Variance | 0.0548569427 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 134449 | |
| 1 | 8316 | 5.5% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 134449 | |
| 1 | 8316 | 5.5% |
| Value | Count | Frequency (%) |
| 1 | 8316 | 5.5% |
| 0 | 134449 |
device_price
Real number (ℝ)
MISSING 
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 103513 |
| Missing (%) | 69.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.34514023 |
| Minimum | 6.749901739 |
|---|---|
| Maximum | 75.27205973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 6.749901739 |
|---|---|
| 5-th percentile | 10.26911687 |
| Q1 | 21.34785349 |
| median | 26.82067032 |
| Q3 | 32.79104338 |
| 95-th percentile | 43.93535961 |
| Maximum | 75.27205973 |
| Range | 68.52215799 |
| Interquartile range (IQR) | 11.44318989 |
Descriptive statistics
| Standard deviation | 9.589925811 |
|---|---|
| Coefficient of variation (CV) | 0.3506994562 |
| Kurtosis | -0.2368981532 |
| Mean | 27.34514023 |
| Median Absolute Deviation (MAD) | 5.970373057 |
| Skewness | 0.2543581397 |
| Sum | 1271193.534 |
| Variance | 91.96667705 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.26911687 | 3008 | 2.0% |
| 32.79104338 | 2827 | 1.9% |
| 23.99960696 | 2639 | 1.8% |
| 28.58637616 | 2126 | 1.4% |
| 23.17967472 | 2118 | 1.4% |
| 28.02437138 | 1990 | 1.3% |
| 26.82067032 | 1767 | 1.2% |
| 24.76754894 | 1580 | 1.1% |
| 40.8379963 | 1578 | 1.1% |
| 29.12504295 | 1566 | 1.0% |
| Other values (69) | 25288 | 16.9% |
| (Missing) | 103513 |
| Value | Count | Frequency (%) |
| 6.749901739 | 4 | < 0.1% |
| 10.26911687 | 3008 | |
| 12.79226812 | 1524 | |
| 14.79061749 | 1406 | |
| 16.45925281 | 1401 |
| Value | Count | Frequency (%) |
| 75.27205973 | 1 | < 0.1% |
| 61.12533233 | 1 | < 0.1% |
| 51.86112364 | 310 | |
| 51.2810021 | 11 | < 0.1% |
| 50.67975097 | 340 |
imei_mean_long_days_usage
Real number (ℝ)
MISSING 
| Distinct | 40992 |
|---|---|
| Distinct (%) | 27.7% |
| Missing | 1792 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.92489371 |
| Minimum | 8.687248223 |
|---|---|
| Maximum | 74.52883972 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 8.687248223 |
|---|---|
| 5-th percentile | 18.55320686 |
| Q1 | 31.5231234 |
| median | 40.42992465 |
| Q3 | 46.7392006 |
| 95-th percentile | 55.56583901 |
| Maximum | 74.52883972 |
| Range | 65.8415915 |
| Interquartile range (IQR) | 15.2160772 |
Descriptive statistics
| Standard deviation | 11.14882974 |
|---|---|
| Coefficient of variation (CV) | 0.2864190156 |
| Kurtosis | -0.2593600177 |
| Mean | 38.92489371 |
| Median Absolute Deviation (MAD) | 7.204390922 |
| Skewness | -0.253990321 |
| Sum | 5768980.647 |
| Variance | 124.2964046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.90046141 | 252 | 0.2% |
| 52.68413277 | 223 | 0.1% |
| 63.12493858 | 194 | 0.1% |
| 52.68141966 | 179 | 0.1% |
| 17.76365739 | 170 | 0.1% |
| 14.03872817 | 167 | 0.1% |
| 18.67944002 | 166 | 0.1% |
| 16.45925281 | 165 | 0.1% |
| 23.75943179 | 162 | 0.1% |
| 15.65849494 | 159 | 0.1% |
| Other values (40982) | 146371 | |
| (Missing) | 1792 | 1.2% |
| Value | Count | Frequency (%) |
| 8.687248223 | 18 | |
| 9.027097853 | 23 | |
| 9.192193883 | 3 | < 0.1% |
| 9.246543868 | 1 | < 0.1% |
| 9.354248899 | 20 |
| Value | Count | Frequency (%) |
| 74.52883972 | 67 | |
| 74.52560181 | 20 | < 0.1% |
| 74.52236336 | 7 | < 0.1% |
| 74.51912436 | 5 | < 0.1% |
| 74.51588483 | 4 | < 0.1% |
device_brand_apple
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1060974328 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 127618 |
| Zeros (%) | 85.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3079633613 |
|---|---|
| Coefficient of variation (CV) | 2.902646681 |
| Kurtosis | 4.544190067 |
| Mean | 0.1060974328 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.55814902 |
| Sum | 15147 |
| Variance | 0.09484143191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127618 | |
| 1 | 15147 | 10.1% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 127618 | |
| 1 | 15147 | 10.1% |
| Value | Count | Frequency (%) |
| 1 | 15147 | 10.1% |
| 0 | 127618 |
device_width_mm
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 617 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 9558 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.69815158 |
| Minimum | 0 |
|---|---|
| Maximum | 31.39789654 |
| Zeros | 17906 |
| Zeros (%) | 11.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18.2311323 |
| median | 19.53660291 |
| Q3 | 19.84605773 |
| 95-th percentile | 20.0143754 |
| Maximum | 31.39789654 |
| Range | 31.39789654 |
| Interquartile range (IQR) | 1.614925427 |
Descriptive statistics
| Standard deviation | 6.589144308 |
|---|---|
| Coefficient of variation (CV) | 0.3946032156 |
| Kurtosis | 2.360041627 |
| Mean | 16.69815158 |
| Median Absolute Deviation (MAD) | 0.377083112 |
| Skewness | -2.015473722 |
| Sum | 2345121.804 |
| Variance | 43.41682271 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17906 | 11.9% |
| 19.80074594 | 5274 | 3.5% |
| 19.84605773 | 3897 | 2.6% |
| 19.34911383 | 3668 | 2.4% |
| 19.83474684 | 3648 | 2.4% |
| 19.98872883 | 3183 | 2.1% |
| 19.77802157 | 3160 | 2.1% |
| 19.27798714 | 3151 | 2.1% |
| 19.72100925 | 2976 | 2.0% |
| 19.59455575 | 2873 | 1.9% |
| Other values (607) | 90706 | |
| (Missing) | 9558 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 17906 | |
| 5.630080579 | 682 | 0.5% |
| 5.827795843 | 48 | < 0.1% |
| 8.076980806 | 2 | < 0.1% |
| 8.333535892 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.39789654 | 1 | < 0.1% |
| 29.88863991 | 2 | < 0.1% |
| 28.56986637 | 1 | < 0.1% |
| 28.34770216 | 10 | |
| 28.3084283 | 9 |
device_brand_prestigio
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001555002977 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 142543 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0394029925 |
|---|---|
| Coefficient of variation (CV) | 25.3394965 |
| Kurtosis | 638.1095331 |
| Mean | 0.001555002977 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.30020936 |
| Sum | 222 |
| Variance | 0.001552595818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142543 | |
| 1 | 222 | 0.1% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 142543 | |
| 1 | 222 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 222 | 0.1% |
| 0 | 142543 |
device_ios_version
Real number (ℝ)
MISSING 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 137959 |
| Missing (%) | 92.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.22017274 |
| Minimum | 4 |
|---|---|
| Maximum | 14.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 14 |
| Maximum | 14.1 |
| Range | 10.1 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.986188399 |
|---|---|
| Coefficient of variation (CV) | 0.1770194135 |
| Kurtosis | -0.3458910185 |
| Mean | 11.22017274 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.4054002594 |
| Sum | 135102.1 |
| Variance | 3.944944356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 2512 | 1.7% |
| 13 | 2335 | 1.6% |
| 12 | 1973 | 1.3% |
| 14 | 1647 | 1.1% |
| 9 | 1225 | 0.8% |
| 11 | 1066 | 0.7% |
| 8 | 701 | 0.5% |
| 9.3 | 279 | 0.2% |
| 7 | 155 | 0.1% |
| 5 | 64 | < 0.1% |
| Other values (5) | 84 | 0.1% |
| (Missing) | 137959 |
| Value | Count | Frequency (%) |
| 4 | 31 | < 0.1% |
| 5 | 64 | < 0.1% |
| 6 | 41 | < 0.1% |
| 7 | 155 | 0.1% |
| 8 | 701 |
| Value | Count | Frequency (%) |
| 14.1 | 6 | < 0.1% |
| 14 | 1647 | |
| 13.4 | 4 | < 0.1% |
| 13.1 | 2 | < 0.1% |
| 13 | 2335 |
device_type_module
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001744124961 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 142516 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.04172643268 |
|---|---|
| Coefficient of variation (CV) | 23.92399262 |
| Kurtosis | 568.3751086 |
| Mean | 0.001744124961 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.88236057 |
| Sum | 249 |
| Variance | 0.001741095184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142516 | |
| 1 | 249 | 0.2% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 142516 | |
| 1 | 249 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 249 | 0.2% |
| 0 | 142516 |
device_android_version
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 66736 |
| Missing (%) | 44.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.545071099 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 1713 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 9 |
| Q3 | 10 |
| 95-th percentile | 11 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.106922007 |
|---|---|
| Coefficient of variation (CV) | 0.2465657667 |
| Kurtosis | 3.964663668 |
| Mean | 8.545071099 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.76869751 |
| Sum | 711496.8 |
| Variance | 4.439120344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 23930 | 16.0% |
| 10 | 23405 | 15.6% |
| 11 | 7685 | 5.1% |
| 8 | 5833 | 3.9% |
| 5.1 | 5675 | 3.8% |
| 8.1 | 5490 | 3.7% |
| 7 | 2855 | 1.9% |
| 6 | 2707 | 1.8% |
| 0 | 1713 | 1.1% |
| 7.1 | 1495 | 1.0% |
| Other values (14) | 2476 | 1.7% |
| (Missing) | 66736 |
| Value | Count | Frequency (%) |
| 0 | 1713 | |
| 1.5 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 2.2 | 58 | < 0.1% |
| 2.3 | 112 | 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 11 | 7685 | 5.1% |
| 10 | 23405 | |
| 9 | 23930 | |
| 8.1 | 5490 | 3.7% |
device_brand_nokia
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07592897419 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 131925 |
| Zeros (%) | 87.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2648853649 |
|---|---|
| Coefficient of variation (CV) | 3.488594015 |
| Kurtosis | 8.252701905 |
| Mean | 0.07592897419 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.201966004 |
| Sum | 10840 |
| Variance | 0.07016425653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 131925 | |
| 1 | 10840 | 7.2% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 131925 | |
| 1 | 10840 | 7.2% |
| Value | Count | Frequency (%) |
| 1 | 10840 | 7.2% |
| 0 | 131925 |
device_type_modem
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005379469758 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 141997 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.07314758056 |
|---|---|
| Coefficient of variation (CV) | 13.59754471 |
| Kurtosis | 180.9037133 |
| Mean | 0.005379469758 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.52409624 |
| Sum | 768 |
| Variance | 0.005350568541 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141997 | |
| 1 | 768 | 0.5% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 141997 | |
| 1 | 768 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 768 | 0.5% |
| 0 | 141997 |
device_height_mm
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 850 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 9558 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.61580651 |
| Minimum | 0 |
|---|---|
| Maximum | 94.51213744 |
| Zeros | 17906 |
| Zeros (%) | 11.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 24.35117894 |
| median | 26.23276338 |
| Q3 | 26.77640685 |
| 95-th percentile | 27.12625863 |
| Maximum | 94.51213744 |
| Range | 94.51213744 |
| Interquartile range (IQR) | 2.425227901 |
Descriptive statistics
| Standard deviation | 8.867815034 |
|---|---|
| Coefficient of variation (CV) | 0.3921069553 |
| Kurtosis | 2.89299768 |
| Mean | 22.61580651 |
| Median Absolute Deviation (MAD) | 0.6759721418 |
| Skewness | -2.016221196 |
| Sum | 3176209.098 |
| Variance | 78.63814348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17906 | 11.9% |
| 27.12625863 | 4512 | 3.0% |
| 26.72562955 | 4207 | 2.8% |
| 26.96502726 | 3444 | 2.3% |
| 26.23276338 | 3196 | 2.1% |
| 26.77007083 | 2708 | 1.8% |
| 25.37031458 | 2650 | 1.8% |
| 26.90873552 | 2469 | 1.6% |
| 26.59778597 | 2375 | 1.6% |
| 26.00584992 | 2281 | 1.5% |
| Other values (840) | 94694 | |
| (Missing) | 9558 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 17906 | |
| 8.039692923 | 11 | < 0.1% |
| 8.926526257 | 70 | < 0.1% |
| 9.159422039 | 682 | 0.5% |
| 9.354248899 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 94.51213744 | 14 | |
| 32.99024336 | 5 | < 0.1% |
| 32.81510064 | 2 | < 0.1% |
| 32.14517095 | 3 | < 0.1% |
| 32.1375954 | 7 |
device_brand_sony
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003397191188 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 142280 |
| Zeros (%) | 94.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0581865448 |
|---|---|
| Coefficient of variation (CV) | 17.12783932 |
| Kurtosis | 289.3744101 |
| Mean | 0.003397191188 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.06957399 |
| Sum | 485 |
| Variance | 0.003385673995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 142280 | |
| 1 | 485 | 0.3% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 142280 | |
| 1 | 485 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 485 | 0.3% |
| 0 | 142280 |
device_brand_lenovo
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009189927503 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 141453 |
| Zeros (%) | 94.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09542293496 |
|---|---|
| Coefficient of variation (CV) | 10.3834263 |
| Kurtosis | 103.8277401 |
| Mean | 0.009189927503 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.28719036 |
| Sum | 1312 |
| Variance | 0.009105536516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141453 | |
| 1 | 1312 | 0.9% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 141453 | |
| 1 | 1312 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 1312 | 0.9% |
| 0 | 141453 |
device_type_phone
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7235 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.143291423 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 122308 |
| Zeros (%) | 81.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.350371019 |
|---|---|
| Coefficient of variation (CV) | 2.44516393 |
| Kurtosis | 2.146160028 |
| Mean | 0.143291423 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.036204794 |
| Sum | 20457 |
| Variance | 0.1227598509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122308 | |
| 1 | 20457 | 13.6% |
| (Missing) | 7235 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 122308 | |
| 1 | 20457 | 13.6% |
| Value | Count | Frequency (%) |
| 1 | 20457 | 13.6% |
| 0 | 122308 |
std_paym_6_month
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 58047 |
|---|---|
| Distinct (%) | 47.0% |
| Missing | 26512 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.98367755 |
| Minimum | 0 |
|---|---|
| Maximum | 74.80749087 |
| Zeros | 12022 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.398279301 |
| median | 14.88137443 |
| Q3 | 18.89372904 |
| 95-th percentile | 27.01394995 |
| Maximum | 74.80749087 |
| Range | 74.80749087 |
| Interquartile range (IQR) | 11.49544974 |
Descriptive statistics
| Standard deviation | 8.902097635 |
|---|---|
| Coefficient of variation (CV) | 0.6366063295 |
| Kurtosis | 2.129097646 |
| Mean | 13.98367755 |
| Median Absolute Deviation (MAD) | 5.368722775 |
| Skewness | 0.7345818205 |
| Sum | 1726816.373 |
| Variance | 79.2473423 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12022 | 8.0% |
| 5.36093755 | 741 | 0.5% |
| 3.643225324 | 737 | 0.5% |
| 3.285971051 | 593 | 0.4% |
| 8.384704596 | 587 | 0.4% |
| 13.91210006 | 585 | 0.4% |
| 5.907944658 | 574 | 0.4% |
| 12.53805583 | 525 | 0.4% |
| 4.659639159 | 507 | 0.3% |
| 2.23713522 | 494 | 0.3% |
| Other values (58037) | 106123 | |
| (Missing) | 26512 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 12022 | |
| 1.000024876 | 1 | < 0.1% |
| 1.000066126 | 1 | < 0.1% |
| 1.000099009 | 1 | < 0.1% |
| 1.000489044 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 74.80749087 | 1 | |
| 74.23408137 | 1 | |
| 72.84456197 | 1 | |
| 72.78481627 | 1 | |
| 71.31756631 | 1 |
max_paym_6_month
Real number (ℝ)
MISSING 
| Distinct | 2170 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.66105169 |
| Minimum | 1.000392144 |
|---|---|
| Maximum | 109.2146097 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.000392144 |
|---|---|
| 5-th percentile | 16.45925281 |
| Q1 | 24.38962268 |
| median | 26.17309696 |
| Q3 | 30.89529516 |
| 95-th percentile | 39.89230567 |
| Maximum | 109.2146097 |
| Range | 108.2142176 |
| Interquartile range (IQR) | 6.505672472 |
Descriptive statistics
| Standard deviation | 7.709141553 |
|---|---|
| Coefficient of variation (CV) | 0.278700233 |
| Kurtosis | 4.949998231 |
| Mean | 27.66105169 |
| Median Absolute Deviation (MAD) | 2.951945987 |
| Skewness | 0.9274251646 |
| Sum | 3775899.523 |
| Variance | 59.43086348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.17309696 | 15665 | 10.4% |
| 29.12504295 | 14927 | 10.0% |
| 22.29933738 | 8425 | 5.6% |
| 23.99960696 | 7418 | 4.9% |
| 33.57110757 | 7239 | 4.8% |
| 24.76754894 | 6759 | 4.5% |
| 24.38962268 | 4668 | 3.1% |
| 25.49022445 | 4472 | 3.0% |
| 31.96388736 | 4057 | 2.7% |
| 28.02437138 | 2808 | 1.9% |
| Other values (2160) | 60068 | |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 1.000392144 | 2 | |
| 1.000873723 | 2 | |
| 1.001538264 | 1 | < 0.1% |
| 1.00238048 | 1 | < 0.1% |
| 1.003395266 | 4 |
| Value | Count | Frequency (%) |
| 109.2146097 | 1 | |
| 96.847054 | 1 | |
| 93.4649971 | 1 | |
| 93.44575802 | 1 | |
| 89.22366349 | 1 |
avg_paym_6_month
Real number (ℝ)
MISSING 
| Distinct | 26194 |
|---|---|
| Distinct (%) | 19.2% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.59645821 |
| Minimum | 1.000392144 |
|---|---|
| Maximum | 82.76626554 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.000392144 |
|---|---|
| 5-th percentile | 13.84160798 |
| Q1 | 22.10185742 |
| median | 24.38962268 |
| Q3 | 27.18321925 |
| 95-th percentile | 33.75942642 |
| Maximum | 82.76626554 |
| Range | 81.76587339 |
| Interquartile range (IQR) | 5.081361829 |
Descriptive statistics
| Standard deviation | 6.767522896 |
|---|---|
| Coefficient of variation (CV) | 0.2751421703 |
| Kurtosis | 4.978078245 |
| Mean | 24.59645821 |
| Median Absolute Deviation (MAD) | 2.494013787 |
| Skewness | 0.7816841245 |
| Sum | 3357564.125 |
| Variance | 45.79936614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.29933738 | 4226 | 2.8% |
| 23.99960696 | 3346 | 2.2% |
| 26.17309696 | 2572 | 1.7% |
| 24.38962268 | 2306 | 1.5% |
| 24.76754894 | 2027 | 1.4% |
| 29.12504295 | 1857 | 1.2% |
| 25.49022445 | 1410 | 0.9% |
| 16.45925281 | 1000 | 0.7% |
| 6.749901739 | 968 | 0.6% |
| 28.02437138 | 918 | 0.6% |
| Other values (26184) | 115876 | |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 1.000392144 | 3 | |
| 1.000532007 | 1 | < 0.1% |
| 1.000873723 | 1 | < 0.1% |
| 1.00238048 | 1 | < 0.1% |
| 1.003395266 | 4 |
| Value | Count | Frequency (%) |
| 82.76626554 | 1 | |
| 78.68253873 | 1 | |
| 76.323834 | 1 | |
| 73.44773801 | 1 | |
| 73.20231513 | 1 |
count_day_for_last_paym
Real number (ℝ)
MISSING 
| Distinct | 362 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.62697515 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 61.77851994 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 2.206948961 |
| Q1 | 5.827795843 |
| median | 9.974411855 |
| Q3 | 13.01132535 |
| 95-th percentile | 24.76754894 |
| Maximum | 61.77851994 |
| Range | 60.29806692 |
| Interquartile range (IQR) | 7.183529505 |
Descriptive statistics
| Standard deviation | 6.391580485 |
|---|---|
| Coefficient of variation (CV) | 0.6014487088 |
| Kurtosis | 1.022192639 |
| Mean | 10.62697515 |
| Median Absolute Deviation (MAD) | 3.666087984 |
| Skewness | 1.022513989 |
| Sum | 1450645.87 |
| Variance | 40.8523011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 5168 | 3.4% |
| 2.206948961 | 4620 | 3.1% |
| 3.590290394 | 4606 | 3.1% |
| 2.921812056 | 4221 | 2.8% |
| 5.827795843 | 4140 | 2.8% |
| 5.324077125 | 3963 | 2.6% |
| 4.786566308 | 3864 | 2.6% |
| 8.333535892 | 3695 | 2.5% |
| 6.30189811 | 3680 | 2.5% |
| 6.749901739 | 3673 | 2.4% |
| Other values (352) | 94876 | |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 1.480453014 | 5168 | |
| 2.206948961 | 4620 | |
| 2.921812056 | 4221 | |
| 3.590290394 | 4606 | |
| 4.210401996 | 3579 |
| Value | Count | Frequency (%) |
| 61.77851994 | 1 | |
| 54.99227843 | 1 | |
| 54.87834278 | 1 | |
| 50.91082012 | 1 | |
| 49.59107782 | 1 |
is_max_paym
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5242919725 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 65694 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5186245755 |
|---|---|
| Coefficient of variation (CV) | 0.9891903799 |
| Kurtosis | 23.06368658 |
| Mean | 0.5242919725 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8940641467 |
| Sum | 71569 |
| Variance | 0.2689714503 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 70222 | |
| 0 | 65694 | |
| 2 | 507 | 0.3% |
| 3 | 60 | < 0.1% |
| 4 | 11 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 0 | 65694 | |
| 1 | 70222 | |
| 2 | 507 | 0.3% |
| 3 | 60 | < 0.1% |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 16 | 1 | |
| 15 | 1 | |
| 11 | 1 | |
| 10 | 1 |
cnt_paym_6_month
Real number (ℝ)
MISSING 
| Distinct | 180 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.710068848 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 76.86052995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 3.590290394 |
| median | 4.786566308 |
| Q3 | 5.324077125 |
| 95-th percentile | 8.687248223 |
| Maximum | 76.86052995 |
| Range | 75.38007693 |
| Interquartile range (IQR) | 1.733786731 |
Descriptive statistics
| Standard deviation | 2.39297211 |
|---|---|
| Coefficient of variation (CV) | 0.5080545927 |
| Kurtosis | 29.12317547 |
| Mean | 4.710068848 |
| Median Absolute Deviation (MAD) | 1.196275914 |
| Skewness | 2.803941451 |
| Sum | 642952.6581 |
| Variance | 5.72631552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.786566308 | 26127 | |
| 5.324077125 | 16441 | |
| 4.210401996 | 15246 | |
| 1.480453014 | 13018 | |
| 3.590290394 | 12363 | |
| 2.206948961 | 10521 | |
| 2.921812056 | 10158 | 6.8% |
| 5.827795843 | 9514 | 6.3% |
| 6.30189811 | 5133 | 3.4% |
| 6.749901739 | 3670 | 2.4% |
| Other values (170) | 14315 | |
| (Missing) | 13494 |
| Value | Count | Frequency (%) |
| 1.480453014 | 13018 | |
| 2.206948961 | 10521 | |
| 2.921812056 | 10158 | |
| 3.590290394 | 12363 | |
| 4.210401996 | 15246 |
| Value | Count | Frequency (%) |
| 76.86052995 | 1 | |
| 66.96326845 | 1 | |
| 59.59050111 | 1 | |
| 49.40676967 | 1 | |
| 48.4664684 | 1 |
is_avg_paym
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7427585601 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 36624 |
| Zeros (%) | 24.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4738962031 |
|---|---|
| Coefficient of variation (CV) | 0.6380218669 |
| Kurtosis | 37.90945448 |
| Mean | 0.7427585601 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6103324871 |
| Sum | 101391 |
| Variance | 0.2245776113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 98646 | |
| 0 | 36624 | 24.4% |
| 2 | 1079 | 0.7% |
| 3 | 118 | 0.1% |
| 4 | 21 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 0 | 36624 | 24.4% |
| 1 | 98646 | |
| 2 | 1079 | 0.7% |
| 3 | 118 | 0.1% |
| 4 | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 16 | 1 | |
| 15 | 1 | |
| 14 | 1 | |
| 11 | 1 |
last_paym
Real number (ℝ)
MISSING 
| Distinct | 2682 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.78536038 |
| Minimum | 1.000099009 |
|---|---|
| Maximum | 88.40163544 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.000099009 |
|---|---|
| 5-th percentile | 8.687248223 |
| Q1 | 22.29933738 |
| median | 24.76754894 |
| Q3 | 28.3084283 |
| 95-th percentile | 33.94522267 |
| Maximum | 88.40163544 |
| Range | 87.40153643 |
| Interquartile range (IQR) | 6.009090913 |
Descriptive statistics
| Standard deviation | 8.092836448 |
|---|---|
| Coefficient of variation (CV) | 0.3265167955 |
| Kurtosis | 3.341831269 |
| Mean | 24.78536038 |
| Median Absolute Deviation (MAD) | 2.468211555 |
| Skewness | 0.3077423662 |
| Sum | 3383350.404 |
| Variance | 65.49400177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.29933738 | 13564 | 9.0% |
| 26.17309696 | 12355 | 8.2% |
| 23.99960696 | 10411 | 6.9% |
| 29.12504295 | 8560 | 5.7% |
| 24.76754894 | 7712 | 5.1% |
| 24.38962268 | 6413 | 4.3% |
| 25.49022445 | 4990 | 3.3% |
| 31.96388736 | 4943 | 3.3% |
| 28.02437138 | 3737 | 2.5% |
| 33.57110757 | 3371 | 2.2% |
| Other values (2672) | 60450 | |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 1.000099009 | 2 | |
| 1.000392144 | 4 | |
| 1.000873723 | 3 | |
| 1.001538264 | 4 | |
| 1.00238048 | 3 |
| Value | Count | Frequency (%) |
| 88.40163544 | 1 | |
| 76.68445648 | 1 | |
| 75.94588307 | 1 | |
| 73.54595237 | 1 | |
| 73.20231513 | 1 |
min_paym_6_month
Real number (ℝ)
MISSING 
| Distinct | 2634 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.32943798 |
| Minimum | 1.000099009 |
|---|---|
| Maximum | 68.94736997 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.000099009 |
|---|---|
| 5-th percentile | 2.921812056 |
| Q1 | 9.027097853 |
| median | 17.89928393 |
| Q3 | 23.99960696 |
| 95-th percentile | 30.61991054 |
| Maximum | 68.94736997 |
| Range | 67.94727096 |
| Interquartile range (IQR) | 14.9725091 |
Descriptive statistics
| Standard deviation | 9.578607825 |
|---|---|
| Coefficient of variation (CV) | 0.5527362075 |
| Kurtosis | 0.7632160488 |
| Mean | 17.32943798 |
| Median Absolute Deviation (MAD) | 7.344740479 |
| Skewness | 0.4569802394 |
| Sum | 2365572.26 |
| Variance | 91.74972786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.29933738 | 15069 | 10.0% |
| 6.749901739 | 9889 | 6.6% |
| 10.26911687 | 8459 | 5.6% |
| 16.45925281 | 8220 | 5.5% |
| 23.99960696 | 8116 | 5.4% |
| 4.210401996 | 5131 | 3.4% |
| 26.17309696 | 4667 | 3.1% |
| 24.38962268 | 3961 | 2.6% |
| 12.79226812 | 3915 | 2.6% |
| 24.76754894 | 3881 | 2.6% |
| Other values (2624) | 65198 | |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 1.000099009 | 49 | |
| 1.000392144 | 30 | |
| 1.000873723 | 25 | |
| 1.001538264 | 33 | |
| 1.00238048 | 31 |
| Value | Count | Frequency (%) |
| 68.94736997 | 1 | |
| 67.87635859 | 1 | |
| 67.59872064 | 2 | |
| 67.12657433 | 2 | |
| 66.64209178 | 2 |
sum_paym_6_month
Real number (ℝ)
MISSING 
| Distinct | 18469 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 13494 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.37563545 |
| Minimum | 1.000392144 |
|---|---|
| Maximum | 229.7764012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.000392144 |
|---|---|
| 5-th percentile | 21.34785349 |
| Q1 | 36.92757359 |
| median | 44.30481146 |
| Q3 | 48.93663338 |
| 95-th percentile | 57.53761609 |
| Maximum | 229.7764012 |
| Range | 228.776009 |
| Interquartile range (IQR) | 12.00905979 |
Descriptive statistics
| Standard deviation | 11.4977795 |
|---|---|
| Coefficient of variation (CV) | 0.2713299607 |
| Kurtosis | 3.309055459 |
| Mean | 42.37563545 |
| Median Absolute Deviation (MAD) | 5.687103423 |
| Skewness | -0.5602340275 |
| Sum | 5784528.493 |
| Variance | 132.1989334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.94201714 | 1993 | 1.3% |
| 22.29933738 | 1389 | 0.9% |
| 44.84301281 | 1351 | 0.9% |
| 29.12504295 | 1350 | 0.9% |
| 44.30481146 | 1349 | 0.9% |
| 33.57110757 | 1198 | 0.8% |
| 39.64619142 | 1096 | 0.7% |
| 47.28768379 | 1088 | 0.7% |
| 43.93535961 | 1072 | 0.7% |
| 26.17309696 | 1013 | 0.7% |
| Other values (18459) | 123607 | |
| (Missing) | 13494 | 9.0% |
| Value | Count | Frequency (%) |
| 1.000392144 | 2 | < 0.1% |
| 1.000873723 | 1 | < 0.1% |
| 1.00238048 | 1 | < 0.1% |
| 1.003395266 | 5 | |
| 1.004577693 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 229.7764012 | 1 | |
| 221.2595501 | 1 | |
| 189.8654659 | 1 | |
| 163.0108879 | 1 | |
| 160.2028517 | 1 |
bs_delte_omo_change_tp
Real number (ℝ)
MISSING 
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.920089179 |
| Minimum | -47.28768379 |
|---|---|
| Maximum | 44.84301281 |
| Zeros | 337 |
| Zeros (%) | 0.2% |
| Negative | 3233 |
| Negative (%) | 2.2% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -47.28768379 |
|---|---|
| 5-th percentile | -41.94201714 |
| Q1 | -22.29933738 |
| median | 22.29933738 |
| Q3 | 29.12504295 |
| 95-th percentile | 34.30953264 |
| Maximum | 44.84301281 |
| Range | 92.1306966 |
| Interquartile range (IQR) | 51.42438033 |
Descriptive statistics
| Standard deviation | 28.06710643 |
|---|---|
| Coefficient of variation (CV) | 4.740993856 |
| Kurtosis | -1.319630656 |
| Mean | 5.920089179 |
| Median Absolute Deviation (MAD) | 10.49170599 |
| Skewness | -0.5921173154 |
| Sum | 54962.10794 |
| Variance | 787.7624632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.29933738 | 1870 | 1.2% |
| -22.29933738 | 1159 | 0.8% |
| 29.12504295 | 991 | 0.7% |
| -29.12504295 | 622 | 0.4% |
| 31.53063018 | 442 | 0.3% |
| -41.94201714 | 407 | 0.3% |
| 0 | 337 | 0.2% |
| 33.57110757 | 284 | 0.2% |
| 26.17309696 | 260 | 0.2% |
| -36.92757359 | 234 | 0.2% |
| Other values (39) | 2678 | 1.8% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| -47.28768379 | 5 | < 0.1% |
| -46.51407661 | 41 | < 0.1% |
| -45.7007366 | 192 | |
| -43.93535961 | 126 | |
| -42.97108718 | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.84301281 | 82 | |
| 41.94201714 | 2 | < 0.1% |
| 39.64619142 | 1 | < 0.1% |
| 38.35003304 | 24 | < 0.1% |
| 38.0764675 | 8 | < 0.1% |
bs_delte_mb_change_tp
Real number (ℝ)
MISSING 
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -37.95196902 |
| Minimum | -122.1986491 |
|---|---|
| Maximum | 118.5818033 |
| Zeros | 692 |
| Zeros (%) | 0.5% |
| Negative | 5984 |
| Negative (%) | 4.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -122.1986491 |
|---|---|
| 5-th percentile | -113.7923794 |
| Q1 | -109.1025627 |
| median | -91.1834416 |
| Q3 | 70.18929498 |
| 95-th percentile | 113.7923794 |
| Maximum | 118.5818033 |
| Range | 240.7804524 |
| Interquartile range (IQR) | 179.2918577 |
Descriptive statistics
| Standard deviation | 87.62802515 |
|---|---|
| Coefficient of variation (CV) | -2.308919073 |
| Kurtosis | -1.209352032 |
| Mean | -37.95196902 |
| Median Absolute Deviation (MAD) | 22.60893784 |
| Skewness | 0.7485396525 |
| Sum | -352346.0804 |
| Variance | 7678.670791 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -113.7923794 | 1399 | 0.9% |
| -93.92163963 | 879 | 0.6% |
| -104.03035 | 821 | 0.5% |
| 0 | 692 | 0.5% |
| 113.7923794 | 557 | 0.4% |
| 93.92163963 | 427 | 0.3% |
| 104.03035 | 419 | 0.3% |
| -73.95047482 | 396 | 0.3% |
| -109.1025627 | 394 | 0.3% |
| 82.19875916 | 298 | 0.2% |
| Other values (62) | 3002 | 2.0% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| -122.1986491 | 2 | < 0.1% |
| -121.4405327 | 1 | < 0.1% |
| -120.256751 | 3 | < 0.1% |
| -118.5818033 | 29 | |
| -118.3690755 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 118.5818033 | 5 | < 0.1% |
| 117.6981795 | 19 | < 0.1% |
| 116.3079942 | 3 | < 0.1% |
| 113.7923794 | 557 | |
| 112.7055295 | 10 | < 0.1% |
bs_delte_ppm_change_tp
Real number (ℝ)
MISSING 
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.765940892 |
| Minimum | -30.38219968 |
|---|---|
| Maximum | 31.53063018 |
| Zeros | 275 |
| Zeros (%) | 0.2% |
| Negative | 2492 |
| Negative (%) | 1.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -30.38219968 |
|---|---|
| 5-th percentile | -26.50104569 |
| Q1 | -6.749901739 |
| median | 17.89928393 |
| Q3 | 23.99960696 |
| 95-th percentile | 27.73390474 |
| Maximum | 31.53063018 |
| Range | 61.91282986 |
| Interquartile range (IQR) | 30.7495087 |
Descriptive statistics
| Standard deviation | 18.60495396 |
|---|---|
| Coefficient of variation (CV) | 2.122413805 |
| Kurtosis | -0.9688684963 |
| Mean | 8.765940892 |
| Median Absolute Deviation (MAD) | 9.212035704 |
| Skewness | -0.7261443459 |
| Sum | 81382.99525 |
| Variance | 346.144312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.83327441 | 871 | 0.6% |
| 26.50104569 | 783 | 0.5% |
| -26.50104569 | 562 | 0.4% |
| 17.89928393 | 547 | 0.4% |
| -17.89928393 | 441 | 0.3% |
| -21.83327441 | 432 | 0.3% |
| 4.210401996 | 429 | 0.3% |
| 27.13241915 | 346 | 0.2% |
| 11.61519305 | 334 | 0.2% |
| 0 | 275 | 0.2% |
| Other values (65) | 4264 | 2.8% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| -30.38219968 | 19 | |
| -29.38626447 | 2 | < 0.1% |
| -28.3084283 | 2 | < 0.1% |
| -28.02437138 | 4 | < 0.1% |
| -27.73390474 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31.53063018 | 2 | < 0.1% |
| 31.30867532 | 35 | |
| 31.0829974 | 3 | < 0.1% |
| 30.38219968 | 9 | < 0.1% |
| 29.38626447 | 5 | < 0.1% |
bs_delte_ppd_change_tp
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6601535539 |
| Minimum | -4.786566308 |
|---|---|
| Maximum | 6.30189811 |
| Zeros | 7283 |
| Zeros (%) | 4.9% |
| Negative | 16 |
| Negative (%) | < 0.1% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -4.786566308 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.921812056 |
| Maximum | 6.30189811 |
| Range | 11.08846442 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.335364673 |
|---|---|
| Coefficient of variation (CV) | 2.022809186 |
| Kurtosis | 1.934124334 |
| Mean | 0.6601535539 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.557972809 |
| Sum | 6128.865594 |
| Variance | 1.78319881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7283 | 4.9% |
| 2.921812056 | 1825 | 1.2% |
| 5.324077125 | 128 | 0.1% |
| 6.30189811 | 22 | < 0.1% |
| -4.786566308 | 12 | < 0.1% |
| 4.786566308 | 6 | < 0.1% |
| 4.210401996 | 4 | < 0.1% |
| -2.921812056 | 4 | < 0.1% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| -4.786566308 | 12 | < 0.1% |
| -2.921812056 | 4 | < 0.1% |
| 0 | 7283 | |
| 2.921812056 | 1825 | 1.2% |
| 4.210401996 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.30189811 | 22 | < 0.1% |
| 5.324077125 | 128 | 0.1% |
| 4.786566308 | 6 | < 0.1% |
| 4.210401996 | 4 | < 0.1% |
| 2.921812056 | 1825 |
bs_direct_change_tp
Real number (ℝ)
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6418379342 |
| Minimum | -1.480453014 |
|---|---|
| Maximum | 1.480453014 |
| Zeros | 275 |
| Zeros (%) | 0.2% |
| Negative | 2492 |
| Negative (%) | 1.7% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | -1.480453014 |
|---|---|
| 5-th percentile | -1.480453014 |
| Q1 | -1.480453014 |
| median | 1.480453014 |
| Q3 | 1.480453014 |
| 95-th percentile | 1.480453014 |
| Maximum | 1.480453014 |
| Range | 2.960906028 |
| Interquartile range (IQR) | 2.960906028 |
Descriptive statistics
| Standard deviation | 1.309598672 |
|---|---|
| Coefficient of variation (CV) | 2.040388395 |
| Kurtosis | -1.028426698 |
| Mean | 0.6418379342 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.9618584553 |
| Sum | 5958.823381 |
| Variance | 1.715048682 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 6517 | 4.3% |
| -1.480453014 | 2492 | 1.7% |
| 0 | 275 | 0.2% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| -1.480453014 | 2492 | 1.7% |
| 0 | 275 | 0.2% |
| 1.480453014 | 6517 |
| Value | Count | Frequency (%) |
| 1.480453014 | 6517 | |
| 0 | 275 | 0.2% |
| -1.480453014 | 2492 | 1.7% |
bs_arpu_change_tp
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.753596918 |
| Minimum | 0 |
|---|---|
| Maximum | 40.60705202 |
| Zeros | 7358 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 28.02431032 |
| Maximum | 40.60705202 |
| Range | 40.60705202 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.27766076 |
|---|---|
| Coefficient of variation (CV) | 1.960106159 |
| Kurtosis | 0.1750615123 |
| Mean | 5.753596918 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.463335488 |
| Sum | 53416.39379 |
| Variance | 127.1856322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7358 | 4.9% |
| 28.02431032 | 1734 | 1.2% |
| 22.2992459 | 122 | 0.1% |
| 35.67881425 | 28 | < 0.1% |
| 24.38962261 | 23 | < 0.1% |
| 26.82067026 | 6 | < 0.1% |
| 33.75938662 | 4 | < 0.1% |
| 23.99959895 | 4 | < 0.1% |
| 17.89927045 | 2 | < 0.1% |
| 40.60705202 | 2 | < 0.1% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| 0 | 7358 | |
| 17.89927045 | 2 | < 0.1% |
| 22.2992459 | 122 | 0.1% |
| 23.99959895 | 4 | < 0.1% |
| 24.38962261 | 23 | < 0.1% |
| Value | Count | Frequency (%) |
| 40.60705202 | 2 | < 0.1% |
| 35.67881425 | 28 | < 0.1% |
| 33.75938662 | 4 | < 0.1% |
| 32.79096055 | 1 | < 0.1% |
| 28.02431032 | 1734 |
bs_day_of_change_tp
Real number (ℝ)
MISSING 
| Distinct | 92 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.66708186 |
| Minimum | 13.01132535 |
|---|---|
| Maximum | 24.15711827 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 13.01132535 |
|---|---|
| 5-th percentile | 13.84160798 |
| Q1 | 16.14626523 |
| median | 18.55320686 |
| Q3 | 21.14785646 |
| 95-th percentile | 23.67830059 |
| Maximum | 24.15711827 |
| Range | 11.14579292 |
| Interquartile range (IQR) | 5.001591227 |
Descriptive statistics
| Standard deviation | 3.052146754 |
|---|---|
| Coefficient of variation (CV) | 0.163504225 |
| Kurtosis | -1.085912647 |
| Mean | 18.66708186 |
| Median Absolute Deviation (MAD) | 2.406941625 |
| Skewness | 0.07593918282 |
| Sum | 173305.188 |
| Variance | 9.315599808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.76321788 | 184 | 0.1% |
| 16.61232692 | 175 | 0.1% |
| 17.05871926 | 166 | 0.1% |
| 17.34626355 | 164 | 0.1% |
| 15.49067931 | 162 | 0.1% |
| 17.48719744 | 161 | 0.1% |
| 16.30392399 | 161 | 0.1% |
| 16.14626523 | 155 | 0.1% |
| 14.23203307 | 150 | 0.1% |
| 16.45925281 | 146 | 0.1% |
| Other values (82) | 7660 | 5.1% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| 13.01132535 | 5 | < 0.1% |
| 13.22556513 | 119 | |
| 13.43521855 | 104 | |
| 13.64049984 | 128 | |
| 13.84160798 | 136 |
| Value | Count | Frequency (%) |
| 24.15711827 | 63 | |
| 24.0786182 | 70 | |
| 23.99960696 | 84 | |
| 23.92007719 | 82 | |
| 23.84002136 | 66 |
bs_count_change_tp
Real number (ℝ)
MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 140716 |
| Missing (%) | 93.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.584505601 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 8.333535892 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 1.480453014 |
| Q3 | 1.480453014 |
| 95-th percentile | 2.206948961 |
| Maximum | 8.333535892 |
| Range | 6.853082878 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3227271089 |
|---|---|
| Coefficient of variation (CV) | 0.2036768496 |
| Kurtosis | 38.78961069 |
| Mean | 1.584505601 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.592999562 |
| Sum | 14710.55 |
| Variance | 0.1041527868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 8198 | 5.5% |
| 2.206948961 | 904 | 0.6% |
| 2.921812056 | 136 | 0.1% |
| 3.590290394 | 31 | < 0.1% |
| 4.210401996 | 11 | < 0.1% |
| 4.786566308 | 2 | < 0.1% |
| 5.827795843 | 1 | < 0.1% |
| 8.333535892 | 1 | < 0.1% |
| (Missing) | 140716 |
| Value | Count | Frequency (%) |
| 1.480453014 | 8198 | |
| 2.206948961 | 904 | 0.6% |
| 2.921812056 | 136 | 0.1% |
| 3.590290394 | 31 | < 0.1% |
| 4.210401996 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.333535892 | 1 | < 0.1% |
| 5.827795843 | 1 | < 0.1% |
| 4.786566308 | 2 | < 0.1% |
| 4.210401996 | 11 | < 0.1% |
| 3.590290394 | 31 |
BS_OVERBUNDLE_MB_SUM_M2
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 902 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 125947 |
| Missing (%) | 84.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.09230022 |
| Minimum | 0 |
|---|---|
| Maximum | 55.66819563 |
| Zeros | 2421 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.497536115 |
| median | 5.750474527 |
| Q3 | 10.81975628 |
| 95-th percentile | 21.13073652 |
| Maximum | 55.66819563 |
| Range | 55.66819563 |
| Interquartile range (IQR) | 6.322220168 |
Descriptive statistics
| Standard deviation | 6.364846659 |
|---|---|
| Coefficient of variation (CV) | 0.7865312069 |
| Kurtosis | 2.94344043 |
| Mean | 8.09230022 |
| Median Absolute Deviation (MAD) | 1.415501889 |
| Skewness | 1.501676165 |
| Sum | 194644.0972 |
| Variance | 40.51127299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.497536115 | 9278 | 6.2% |
| 7.165976416 | 3134 | 2.1% |
| 0 | 2421 | 1.6% |
| 9.181785673 | 1631 | 1.1% |
| 10.81975628 | 1153 | 0.8% |
| 12.20938997 | 727 | 0.5% |
| 13.42201696 | 532 | 0.4% |
| 14.50136545 | 441 | 0.3% |
| 15.47632245 | 300 | 0.2% |
| 16.36704634 | 234 | 0.2% |
| Other values (892) | 4202 | 2.8% |
| (Missing) | 125947 |
| Value | Count | Frequency (%) |
| 0 | 2421 | |
| 1.013168994 | 1 | < 0.1% |
| 1.106504158 | 1 | < 0.1% |
| 1.108772801 | 1 | < 0.1% |
| 1.313553618 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.66819563 | 1 | |
| 49.61368001 | 1 | |
| 47.20856569 | 1 | |
| 45.16676235 | 1 | |
| 44.47437107 | 1 |
BS_OVERBUNDLE_MB_CNT_M3
Real number (ℝ)
MISSING 
| Distinct | 189 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 133521 |
| Missing (%) | 89.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.249373312 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 81.77419979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 2.921812056 |
| Q3 | 4.786566308 |
| 95-th percentile | 12.1035869 |
| Maximum | 81.77419979 |
| Range | 80.29374678 |
| Interquartile range (IQR) | 3.306113294 |
Descriptive statistics
| Standard deviation | 4.189834644 |
|---|---|
| Coefficient of variation (CV) | 0.9859888355 |
| Kurtosis | 30.85750874 |
| Mean | 4.249373312 |
| Median Absolute Deviation (MAD) | 1.441359042 |
| Skewness | 3.89686073 |
| Sum | 70025.42281 |
| Variance | 17.55471434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 4712 | 3.1% |
| 2.206948961 | 2909 | 1.9% |
| 2.921812056 | 1920 | 1.3% |
| 3.590290394 | 1283 | 0.9% |
| 4.210401996 | 902 | 0.6% |
| 4.786566308 | 640 | 0.4% |
| 5.324077125 | 476 | 0.3% |
| 5.827795843 | 411 | 0.3% |
| 6.30189811 | 356 | 0.2% |
| 6.749901739 | 261 | 0.2% |
| Other values (179) | 2609 | 1.7% |
| (Missing) | 133521 |
| Value | Count | Frequency (%) |
| 1.480453014 | 4712 | |
| 2.206948961 | 2909 | |
| 2.921812056 | 1920 | |
| 3.590290394 | 1283 | 0.9% |
| 4.210401996 | 902 | 0.6% |
| Value | Count | Frequency (%) |
| 81.77419979 | 1 | |
| 75.04638472 | 1 | |
| 65.48225056 | 1 | |
| 57.03258461 | 1 | |
| 56.60732758 | 1 |
bs_ovrl_OMO_CNT_M2
Real number (ℝ)
MISSING 
| Distinct | 471 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 47173 |
| Missing (%) | 31.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.978194103 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 59.01527372 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 3.590290394 |
| median | 7.174761058 |
| Q3 | 13.01132535 |
| 95-th percentile | 22.20759244 |
| Maximum | 59.01527372 |
| Range | 57.53482071 |
| Interquartile range (IQR) | 9.421034954 |
Descriptive statistics
| Standard deviation | 6.775378895 |
|---|---|
| Coefficient of variation (CV) | 0.7546482976 |
| Kurtosis | 0.9884660111 |
| Mean | 8.978194103 |
| Median Absolute Deviation (MAD) | 4.252949002 |
| Skewness | 1.092570274 |
| Sum | 923200.765 |
| Variance | 45.90575917 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 10853 | 7.2% |
| 2.206948961 | 7710 | 5.1% |
| 2.921812056 | 6121 | 4.1% |
| 3.590290394 | 4969 | 3.3% |
| 4.210401996 | 4348 | 2.9% |
| 4.786566308 | 3889 | 2.6% |
| 5.324077125 | 3334 | 2.2% |
| 5.827795843 | 3083 | 2.1% |
| 6.30189811 | 2795 | 1.9% |
| 6.749901739 | 2512 | 1.7% |
| Other values (461) | 53213 | |
| (Missing) | 47173 |
| Value | Count | Frequency (%) |
| 1.480453014 | 10853 | |
| 2.206948961 | 7710 | |
| 2.921812056 | 6121 | |
| 3.590290394 | 4969 | |
| 4.210401996 | 4348 |
| Value | Count | Frequency (%) |
| 59.01527372 | 1 | |
| 55.66033919 | 1 | |
| 49.74741184 | 1 | |
| 48.82723082 | 1 | |
| 47.51262321 | 1 |
BS_OVERBUNDLE_MB_CNT_M2
Real number (ℝ)
MISSING 
| Distinct | 241 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 125947 |
| Missing (%) | 84.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.738748832 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 81.28538037 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 2.921812056 |
| Q3 | 5.827795843 |
| 95-th percentile | 13.64049984 |
| Maximum | 81.28538037 |
| Range | 79.80492735 |
| Interquartile range (IQR) | 4.347342829 |
Descriptive statistics
| Standard deviation | 4.508581298 |
|---|---|
| Coefficient of variation (CV) | 0.9514286277 |
| Kurtosis | 16.00287227 |
| Mean | 4.738748832 |
| Median Absolute Deviation (MAD) | 1.441359042 |
| Skewness | 2.943927925 |
| Sum | 113981.1256 |
| Variance | 20.32730532 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 6096 | 4.1% |
| 2.206948961 | 4067 | 2.7% |
| 2.921812056 | 2525 | 1.7% |
| 3.590290394 | 1785 | 1.2% |
| 4.210401996 | 1337 | 0.9% |
| 4.786566308 | 961 | 0.6% |
| 5.324077125 | 786 | 0.5% |
| 5.827795843 | 655 | 0.4% |
| 6.30189811 | 545 | 0.4% |
| 6.749901739 | 484 | 0.3% |
| Other values (231) | 4812 | 3.2% |
| (Missing) | 125947 |
| Value | Count | Frequency (%) |
| 1.480453014 | 6096 | |
| 2.206948961 | 4067 | |
| 2.921812056 | 2525 | |
| 3.590290394 | 1785 | 1.2% |
| 4.210401996 | 1337 | 0.9% |
| Value | Count | Frequency (%) |
| 81.28538037 | 1 | |
| 67.32160836 | 1 | |
| 58.81168152 | 1 | |
| 52.5534034 | 1 | |
| 49.31382595 | 1 |
bs_ovrl_OMO_SUM_M1
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 5117 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 42866 |
| Missing (%) | 28.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.329600899 |
| Minimum | 0 |
|---|---|
| Maximum | 60.95321769 |
| Zeros | 85943 |
| Zeros (%) | 57.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9.173528901 |
| Maximum | 60.95321769 |
| Range | 60.95321769 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.868861193 |
|---|---|
| Coefficient of variation (CV) | 2.90979135 |
| Kurtosis | 20.79002239 |
| Mean | 1.329600899 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.125064754 |
| Sum | 142445.4627 |
| Variance | 14.96808693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 85943 | |
| 1.148322296 | 903 | 0.6% |
| 1.335206418 | 676 | 0.5% |
| 1.334752185 | 649 | 0.4% |
| 1.109437505 | 548 | 0.4% |
| 1.438882091 | 471 | 0.3% |
| 1.773305234 | 307 | 0.2% |
| 1.604773951 | 293 | 0.2% |
| 1.14874172 | 262 | 0.2% |
| 2.118332641 | 254 | 0.2% |
| Other values (5107) | 16828 | 11.2% |
| (Missing) | 42866 |
| Value | Count | Frequency (%) |
| 0 | 85943 | |
| 1.016192359 | 1 | < 0.1% |
| 1.018881881 | 1 | < 0.1% |
| 1.020964939 | 1 | < 0.1% |
| 1.023218957 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60.95321769 | 1 | |
| 46.04944803 | 1 | |
| 45.07803587 | 1 | |
| 44.4850367 | 1 | |
| 44.03180737 | 1 |
BS_OVERBUNDLE_MB_SUM_M1
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 927 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 124378 |
| Missing (%) | 82.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.896527959 |
| Minimum | 0 |
|---|---|
| Maximum | 49.52303628 |
| Zeros | 2687 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.497536115 |
| median | 4.497536115 |
| Q3 | 10.81975628 |
| 95-th percentile | 20.56241386 |
| Maximum | 49.52303628 |
| Range | 49.52303628 |
| Interquartile range (IQR) | 6.322220168 |
Descriptive statistics
| Standard deviation | 6.180532007 |
|---|---|
| Coefficient of variation (CV) | 0.782689815 |
| Kurtosis | 2.882848812 |
| Mean | 7.896527959 |
| Median Absolute Deviation (MAD) | 2.668440301 |
| Skewness | 1.483742735 |
| Sum | 202324.8394 |
| Variance | 38.19897589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.497536115 | 10009 | 6.7% |
| 7.165976416 | 3339 | 2.2% |
| 0 | 2687 | 1.8% |
| 9.181785673 | 1810 | 1.2% |
| 10.81975628 | 1215 | 0.8% |
| 12.20938997 | 764 | 0.5% |
| 13.42201696 | 555 | 0.4% |
| 14.50136545 | 429 | 0.3% |
| 15.47632245 | 311 | 0.2% |
| 5.750474527 | 243 | 0.2% |
| Other values (917) | 4260 | 2.8% |
| (Missing) | 124378 |
| Value | Count | Frequency (%) |
| 0 | 2687 | |
| 1.090998116 | 1 | < 0.1% |
| 1.106834 | 1 | < 0.1% |
| 1.136933423 | 1 | < 0.1% |
| 1.143421545 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.52303628 | 1 | |
| 49.4592045 | 1 | |
| 48.17831622 | 1 | |
| 47.86153778 | 1 | |
| 47.63198402 | 1 |
bs_ovrl_OMO_SUM_M3
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2841 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 45713 |
| Missing (%) | 30.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7494586215 |
| Minimum | 0 |
|---|---|
| Maximum | 42.28789667 |
| Zeros | 90765 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.588388591 |
| Maximum | 42.28789667 |
| Range | 42.28789667 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.782628669 |
|---|---|
| Coefficient of variation (CV) | 3.712851637 |
| Kurtosis | 35.07677149 |
| Mean | 0.7494586215 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.341556394 |
| Sum | 78158.79126 |
| Variance | 7.743022312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 90765 | |
| 1.148322296 | 885 | 0.6% |
| 1.335206418 | 532 | 0.4% |
| 1.334752185 | 479 | 0.3% |
| 1.438882091 | 385 | 0.3% |
| 1.109437505 | 294 | 0.2% |
| 1.604773951 | 267 | 0.2% |
| 1.14874172 | 242 | 0.2% |
| 1.773305234 | 224 | 0.1% |
| 1.147903236 | 221 | 0.1% |
| Other values (2831) | 9993 | 6.7% |
| (Missing) | 45713 |
| Value | Count | Frequency (%) |
| 0 | 90765 | |
| 1.001203482 | 1 | < 0.1% |
| 1.002765966 | 1 | < 0.1% |
| 1.014807609 | 1 | < 0.1% |
| 1.021216128 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.28789667 | 1 | |
| 41.26555775 | 1 | |
| 40.52948463 | 1 | |
| 38.74136783 | 1 | |
| 38.15105146 | 1 |
BS_OVERBUNDLE_MB_CNT_M1
Real number (ℝ)
MISSING 
| Distinct | 250 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 124378 |
| Missing (%) | 82.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.804783763 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 80.27308571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 2.206948961 |
| median | 2.921812056 |
| Q3 | 5.827795843 |
| 95-th percentile | 14.03872817 |
| Maximum | 80.27308571 |
| Range | 78.7926327 |
| Interquartile range (IQR) | 3.620846882 |
Descriptive statistics
| Standard deviation | 4.628211834 |
|---|---|
| Coefficient of variation (CV) | 0.9632508063 |
| Kurtosis | 15.53457675 |
| Mean | 4.804783763 |
| Median Absolute Deviation (MAD) | 1.441359042 |
| Skewness | 2.96321678 |
| Sum | 123108.1696 |
| Variance | 21.42034478 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 6254 | 4.2% |
| 2.206948961 | 4426 | 3.0% |
| 2.921812056 | 2783 | 1.9% |
| 3.590290394 | 1985 | 1.3% |
| 4.210401996 | 1347 | 0.9% |
| 4.786566308 | 1048 | 0.7% |
| 5.324077125 | 862 | 0.6% |
| 5.827795843 | 639 | 0.4% |
| 6.30189811 | 570 | 0.4% |
| 6.749901739 | 509 | 0.3% |
| Other values (240) | 5199 | 3.5% |
| (Missing) | 124378 |
| Value | Count | Frequency (%) |
| 1.480453014 | 6254 | |
| 2.206948961 | 4426 | |
| 2.921812056 | 2783 | |
| 3.590290394 | 1985 | 1.3% |
| 4.210401996 | 1347 | 0.9% |
| Value | Count | Frequency (%) |
| 80.27308571 | 1 | |
| 61.24468521 | 1 | |
| 56.59009718 | 1 | |
| 56.5123463 | 1 | |
| 56.03830979 | 1 |
bs_ovrl_OMO_CNT_M3
Real number (ℝ)
MISSING 
| Distinct | 497 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 45713 |
| Missing (%) | 30.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.183973359 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 52.07635258 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 3.590290394 |
| median | 7.578965206 |
| Q3 | 13.22556513 |
| 95-th percentile | 22.74766418 |
| Maximum | 52.07635258 |
| Range | 50.59589957 |
| Interquartile range (IQR) | 9.635274733 |
Descriptive statistics
| Standard deviation | 6.914626169 |
|---|---|
| Coefficient of variation (CV) | 0.7529013749 |
| Kurtosis | 0.9323769408 |
| Mean | 9.183973359 |
| Median Absolute Deviation (MAD) | 4.657153151 |
| Skewness | 1.076436176 |
| Sum | 957769.0297 |
| Variance | 47.81205506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 10819 | 7.2% |
| 2.206948961 | 7538 | 5.0% |
| 2.921812056 | 5975 | 4.0% |
| 3.590290394 | 5048 | 3.4% |
| 4.210401996 | 4245 | 2.8% |
| 4.786566308 | 3760 | 2.5% |
| 5.324077125 | 3456 | 2.3% |
| 5.827795843 | 3122 | 2.1% |
| 6.30189811 | 2839 | 1.9% |
| 6.749901739 | 2501 | 1.7% |
| Other values (487) | 54984 | |
| (Missing) | 45713 |
| Value | Count | Frequency (%) |
| 1.480453014 | 10819 | |
| 2.206948961 | 7538 | |
| 2.921812056 | 5975 | |
| 3.590290394 | 5048 | |
| 4.210401996 | 4245 | 2.8% |
| Value | Count | Frequency (%) |
| 52.07635258 | 1 | |
| 48.81350332 | 1 | |
| 47.98217564 | 1 | |
| 47.89517624 | 1 | |
| 47.31785947 | 1 |
bs_ovrl_OMO_SUM_M2
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 4286 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 47173 |
| Missing (%) | 31.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.143457579 |
| Minimum | 0 |
|---|---|
| Maximum | 46.02849646 |
| Zeros | 84315 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8.084418846 |
| Maximum | 46.02849646 |
| Range | 46.02849646 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.489628187 |
|---|---|
| Coefficient of variation (CV) | 3.051821293 |
| Kurtosis | 22.68198175 |
| Mean | 1.143457579 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.312155564 |
| Sum | 117578.3125 |
| Variance | 12.17750488 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 84315 | |
| 1.148322296 | 821 | 0.5% |
| 1.334752185 | 700 | 0.5% |
| 1.335206418 | 638 | 0.4% |
| 1.109437505 | 503 | 0.3% |
| 1.438882091 | 466 | 0.3% |
| 1.773305234 | 267 | 0.2% |
| 1.14874172 | 254 | 0.2% |
| 2.118332641 | 253 | 0.2% |
| 1.147903236 | 241 | 0.2% |
| Other values (4276) | 14369 | 9.6% |
| (Missing) | 47173 |
| Value | Count | Frequency (%) |
| 0 | 84315 | |
| 1.01689352 | 1 | < 0.1% |
| 1.01798113 | 3 | < 0.1% |
| 1.021140637 | 1 | < 0.1% |
| 1.021190952 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 46.02849646 | 1 | |
| 44.46718311 | 1 | |
| 43.50160039 | 1 | |
| 42.27709458 | 1 | |
| 40.67835942 | 1 |
bs_ovrl_OMO_CNT_M1
Real number (ℝ)
MISSING 
| Distinct | 505 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 42866 |
| Missing (%) | 28.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.620814832 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 54.89738515 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 3.590290394 |
| median | 7.964623589 |
| Q3 | 13.84160798 |
| 95-th percentile | 23.5143809 |
| Maximum | 54.89738515 |
| Range | 53.41693214 |
| Interquartile range (IQR) | 10.25131759 |
Descriptive statistics
| Standard deviation | 7.119209749 |
|---|---|
| Coefficient of variation (CV) | 0.7399799157 |
| Kurtosis | 0.6687581982 |
| Mean | 9.620814832 |
| Median Absolute Deviation (MAD) | 5.042811533 |
| Skewness | 0.996714423 |
| Sum | 1030716.376 |
| Variance | 50.68314745 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 10448 | 7.0% |
| 2.206948961 | 7369 | 4.9% |
| 2.921812056 | 5781 | 3.9% |
| 3.590290394 | 4845 | 3.2% |
| 4.210401996 | 4155 | 2.8% |
| 4.786566308 | 3669 | 2.4% |
| 5.324077125 | 3333 | 2.2% |
| 5.827795843 | 2978 | 2.0% |
| 6.30189811 | 2724 | 1.8% |
| 6.749901739 | 2591 | 1.7% |
| Other values (495) | 59241 | |
| (Missing) | 42866 |
| Value | Count | Frequency (%) |
| 1.480453014 | 10448 | |
| 2.206948961 | 7369 | |
| 2.921812056 | 5781 | |
| 3.590290394 | 4845 | |
| 4.210401996 | 4155 | 2.8% |
| Value | Count | Frequency (%) |
| 54.89738515 | 1 | |
| 54.15831322 | 1 | |
| 50.83820106 | 1 | |
| 50.08107978 | 1 | |
| 49.47283406 | 1 |
BS_OVERBUNDLE_MB_SUM_M3
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 548 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 133521 |
| Missing (%) | 89.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.437014455 |
| Minimum | 0 |
|---|---|
| Maximum | 44.38859262 |
| Zeros | 3002 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.497536115 |
| median | 4.497536115 |
| Q3 | 7.165976416 |
| 95-th percentile | 18.66347575 |
| Maximum | 44.38859262 |
| Range | 44.38859262 |
| Interquartile range (IQR) | 2.668440301 |
Descriptive statistics
| Standard deviation | 5.789110171 |
|---|---|
| Coefficient of variation (CV) | 0.8993470826 |
| Kurtosis | 4.346471477 |
| Mean | 6.437014455 |
| Median Absolute Deviation (MAD) | 2.668440301 |
| Skewness | 1.769994787 |
| Sum | 106075.5612 |
| Variance | 33.51379657 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.497536115 | 7168 | 4.8% |
| 0 | 3002 | 2.0% |
| 7.165976416 | 1858 | 1.2% |
| 9.181785673 | 866 | 0.6% |
| 10.81975628 | 542 | 0.4% |
| 12.20938997 | 310 | 0.2% |
| 13.42201696 | 182 | 0.1% |
| 14.50136545 | 151 | 0.1% |
| 5.750474527 | 141 | 0.1% |
| 15.47632245 | 99 | 0.1% |
| Other values (538) | 2160 | 1.4% |
| (Missing) | 133521 |
| Value | Count | Frequency (%) |
| 0 | 3002 | |
| 1.106504158 | 1 | < 0.1% |
| 1.333779266 | 41 | < 0.1% |
| 1.334752185 | 2 | < 0.1% |
| 1.597560915 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.38859262 | 1 | |
| 43.98472088 | 1 | |
| 43.45003216 | 1 | |
| 42.92624327 | 1 | |
| 42.81627202 | 1 |
entertainment
Real number (ℝ)
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 149994 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.12504295 |
| Minimum | 29.12504295 |
|---|---|
| Maximum | 29.12504295 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 29.12504295 |
|---|---|
| 5-th percentile | 29.12504295 |
| Q1 | 29.12504295 |
| median | 29.12504295 |
| Q3 | 29.12504295 |
| 95-th percentile | 29.12504295 |
| Maximum | 29.12504295 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.891802844 × 10-15 |
|---|---|
| Coefficient of variation (CV) | 1.33623935 × 10-16 |
| Kurtosis | 0 |
| Mean | 29.12504295 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 174.7502577 |
| Variance | 1.514612938 × 10-29 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 29.12504295 | 6 | < 0.1% |
| (Missing) | 149994 |
| Value | Count | Frequency (%) |
| 29.12504295 | 6 |
| Value | Count | Frequency (%) |
| 29.12504295 | 6 |
Food
Real number (ℝ)
MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 149989 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.83436392 |
| Minimum | 29.12504295 |
|---|---|
| Maximum | 36.92757359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 29.12504295 |
|---|---|
| 5-th percentile | 29.12504295 |
| Q1 | 29.12504295 |
| median | 29.12504295 |
| Q3 | 29.12504295 |
| 95-th percentile | 33.02630827 |
| Maximum | 36.92757359 |
| Range | 7.802530644 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.352551506 |
|---|---|
| Coefficient of variation (CV) | 0.07885375107 |
| Kurtosis | 11 |
| Mean | 29.83436392 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.31662479 |
| Sum | 328.1780031 |
| Variance | 5.534498587 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 29.12504295 | 10 | < 0.1% |
| 36.92757359 | 1 | < 0.1% |
| (Missing) | 149989 |
| Value | Count | Frequency (%) |
| 29.12504295 | 10 | |
| 36.92757359 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36.92757359 | 1 | < 0.1% |
| 29.12504295 | 10 |
Shops
Real number (ℝ)
MISSING 
| Distinct | 15 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 149475 |
| Missing (%) | 99.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.51664515 |
| Minimum | 22.29933738 |
|---|---|
| Maximum | 57.19147541 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 22.29933738 |
|---|---|
| 5-th percentile | 22.29933738 |
| Q1 | 29.12504295 |
| median | 31.53063018 |
| Q3 | 36.92757359 |
| 95-th percentile | 45.7007366 |
| Maximum | 57.19147541 |
| Range | 34.89213802 |
| Interquartile range (IQR) | 7.802530644 |
Descriptive statistics
| Standard deviation | 6.260622724 |
|---|---|
| Coefficient of variation (CV) | 0.1925359365 |
| Kurtosis | 1.147549181 |
| Mean | 32.51664515 |
| Median Absolute Deviation (MAD) | 2.405587235 |
| Skewness | 0.6368563676 |
| Sum | 17071.2387 |
| Variance | 39.19539689 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.12504295 | 147 | 0.1% |
| 36.92757359 | 133 | 0.1% |
| 31.53063018 | 119 | 0.1% |
| 22.29933738 | 65 | < 0.1% |
| 45.7007366 | 20 | < 0.1% |
| 39.64619142 | 16 | < 0.1% |
| 41.94201714 | 12 | < 0.1% |
| 55.44054622 | 3 | < 0.1% |
| 35.34881516 | 2 | < 0.1% |
| 48.7308926 | 2 | < 0.1% |
| Other values (5) | 6 | < 0.1% |
| (Missing) | 149475 |
| Value | Count | Frequency (%) |
| 22.29933738 | 65 | |
| 29.12504295 | 147 | |
| 31.53063018 | 119 | |
| 33.57110757 | 1 | < 0.1% |
| 35.34881516 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 57.19147541 | 1 | < 0.1% |
| 55.44054622 | 3 | |
| 53.48917801 | 1 | < 0.1% |
| 51.2810021 | 2 | |
| 48.7308926 | 2 |
Internet
Real number (ℝ)
MISSING 
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 133810 |
| Missing (%) | 89.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.92194449 |
| Minimum | 29.12504295 |
|---|---|
| Maximum | 71.38517115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 29.12504295 |
|---|---|
| 5-th percentile | 29.12504295 |
| Q1 | 29.12504295 |
| median | 36.92757359 |
| Q3 | 48.7308926 |
| 95-th percentile | 53.48917801 |
| Maximum | 71.38517115 |
| Range | 42.2601282 |
| Interquartile range (IQR) | 19.60584965 |
Descriptive statistics
| Standard deviation | 10.07324551 |
|---|---|
| Coefficient of variation (CV) | 0.2588063274 |
| Kurtosis | -1.167927452 |
| Mean | 38.92194449 |
| Median Absolute Deviation (MAD) | 7.802530644 |
| Skewness | 0.466700491 |
| Sum | 630146.2812 |
| Variance | 101.470275 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.12504295 | 7014 | 4.7% |
| 48.7308926 | 2511 | 1.7% |
| 36.92757359 | 2407 | 1.6% |
| 51.2810021 | 1449 | 1.0% |
| 41.94201714 | 1010 | 0.7% |
| 53.48917801 | 618 | 0.4% |
| 45.7007366 | 374 | 0.2% |
| 58.78131745 | 227 | 0.2% |
| 60.23868416 | 184 | 0.1% |
| 55.44054622 | 183 | 0.1% |
| Other values (12) | 213 | 0.1% |
| (Missing) | 133810 |
| Value | Count | Frequency (%) |
| 29.12504295 | 7014 | |
| 36.92757359 | 2407 | 1.6% |
| 41.94201714 | 1010 | 0.7% |
| 45.7007366 | 374 | 0.2% |
| 48.7308926 | 2511 | 1.7% |
| Value | Count | Frequency (%) |
| 71.38517115 | 1 | < 0.1% |
| 70.60694836 | 1 | < 0.1% |
| 69.795406 | 1 | < 0.1% |
| 68.94736997 | 1 | < 0.1% |
| 68.05917829 | 3 |
Cars
Real number (ℝ)
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 149934 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.67675663 |
| Minimum | 36.92757359 |
|---|---|
| Maximum | 51.2810021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 36.92757359 |
|---|---|
| 5-th percentile | 36.92757359 |
| Q1 | 36.92757359 |
| median | 36.92757359 |
| Q3 | 36.92757359 |
| 95-th percentile | 45.7007366 |
| Maximum | 51.2810021 |
| Range | 14.35342851 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.708534381 |
|---|---|
| Coefficient of variation (CV) | 0.07188873521 |
| Kurtosis | 12.79932973 |
| Mean | 37.67675663 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.639839798 |
| Sum | 2486.665938 |
| Variance | 7.336158494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.92757359 | 61 | < 0.1% |
| 45.7007366 | 4 | < 0.1% |
| 51.2810021 | 1 | < 0.1% |
| (Missing) | 149934 |
| Value | Count | Frequency (%) |
| 36.92757359 | 61 | |
| 45.7007366 | 4 | < 0.1% |
| 51.2810021 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.2810021 | 1 | < 0.1% |
| 45.7007366 | 4 | < 0.1% |
| 36.92757359 | 61 |
Good_deed
Real number (ℝ)
MISSING 
| Distinct | 543 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 137648 |
| Missing (%) | 91.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.89789857 |
| Minimum | 4.210401996 |
|---|---|
| Maximum | 74.41193323 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 4.210401996 |
|---|---|
| 5-th percentile | 6.749901739 |
| Q1 | 19.75525126 |
| median | 35.18084635 |
| Q3 | 43.93535961 |
| 95-th percentile | 57.92492855 |
| Maximum | 74.41193323 |
| Range | 70.20153123 |
| Interquartile range (IQR) | 24.18010834 |
Descriptive statistics
| Standard deviation | 15.1052122 |
|---|---|
| Coefficient of variation (CV) | 0.4591543185 |
| Kurtosis | -0.6185827288 |
| Mean | 32.89789857 |
| Median Absolute Deviation (MAD) | 10.51989025 |
| Skewness | 0.05717261565 |
| Sum | 406354.8432 |
| Variance | 228.1674355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.92757359 | 1775 | 1.2% |
| 29.12504295 | 1321 | 0.9% |
| 16.45925281 | 1304 | 0.9% |
| 45.7007366 | 615 | 0.4% |
| 6.749901739 | 498 | 0.3% |
| 10.26911687 | 390 | 0.3% |
| 22.29933738 | 336 | 0.2% |
| 51.2810021 | 305 | 0.2% |
| 41.94201714 | 266 | 0.2% |
| 4.210401996 | 259 | 0.2% |
| Other values (533) | 5283 | 3.5% |
| (Missing) | 137648 |
| Value | Count | Frequency (%) |
| 4.210401996 | 259 | |
| 6.749901739 | 498 | |
| 8.687248223 | 62 | < 0.1% |
| 10.26911687 | 390 | |
| 11.61519305 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 74.41193323 | 1 | |
| 73.40925207 | 1 | |
| 73.06311178 | 1 | |
| 73.02815308 | 1 | |
| 72.95804454 | 1 |
Minutes
Real number (ℝ)
MISSING 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 144733 |
| Missing (%) | 96.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.42380795 |
| Minimum | 29.12504295 |
|---|---|
| Maximum | 83.90268141 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 29.12504295 |
|---|---|
| 5-th percentile | 29.12504295 |
| Q1 | 29.12504295 |
| median | 36.92757359 |
| Q3 | 45.7007366 |
| 95-th percentile | 55.44054622 |
| Maximum | 83.90268141 |
| Range | 54.77763846 |
| Interquartile range (IQR) | 16.57569366 |
Descriptive statistics
| Standard deviation | 9.421139634 |
|---|---|
| Coefficient of variation (CV) | 0.238970818 |
| Kurtosis | -0.2017385735 |
| Mean | 39.42380795 |
| Median Absolute Deviation (MAD) | 7.802530644 |
| Skewness | 0.6303210491 |
| Sum | 207645.1965 |
| Variance | 88.75787201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.12504295 | 1735 | 1.2% |
| 36.92757359 | 1281 | 0.9% |
| 45.7007366 | 1054 | 0.7% |
| 41.94201714 | 277 | 0.2% |
| 48.7308926 | 252 | 0.2% |
| 55.44054622 | 190 | 0.1% |
| 51.2810021 | 152 | 0.1% |
| 58.78131745 | 86 | 0.1% |
| 53.48917801 | 79 | 0.1% |
| 61.58506093 | 41 | < 0.1% |
| Other values (16) | 120 | 0.1% |
| (Missing) | 144733 |
| Value | Count | Frequency (%) |
| 29.12504295 | 1735 | |
| 36.92757359 | 1281 | |
| 41.94201714 | 277 | 0.2% |
| 45.7007366 | 1054 | |
| 48.7308926 | 252 | 0.2% |
| Value | Count | Frequency (%) |
| 83.90268141 | 1 | |
| 80.37688102 | 1 | |
| 74.86266973 | 1 | |
| 72.85240016 | 2 | |
| 71.38517115 | 1 |
AMA
Real number (ℝ)
MISSING 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 146585 |
| Missing (%) | 97.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.0501132 |
| Minimum | 39.64619142 |
|---|---|
| Maximum | 100.0487796 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 39.64619142 |
|---|---|
| 5-th percentile | 39.64619142 |
| Q1 | 39.64619142 |
| median | 39.64619142 |
| Q3 | 48.7308926 |
| 95-th percentile | 62.22195413 |
| Maximum | 100.0487796 |
| Range | 60.40258815 |
| Interquartile range (IQR) | 9.084701185 |
Descriptive statistics
| Standard deviation | 8.992867621 |
|---|---|
| Coefficient of variation (CV) | 0.195284376 |
| Kurtosis | 0.8023441214 |
| Mean | 46.0501132 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.192763383 |
| Sum | 157261.1366 |
| Variance | 80.87166806 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.64619142 | 2066 | 1.4% |
| 48.7308926 | 503 | 0.3% |
| 58.78131745 | 466 | 0.3% |
| 54.49294059 | 146 | 0.1% |
| 62.22195413 | 93 | 0.1% |
| 69.795406 | 60 | < 0.1% |
| 65.10725843 | 51 | < 0.1% |
| 67.59872064 | 19 | < 0.1% |
| 71.76266719 | 3 | < 0.1% |
| 76.68445648 | 2 | < 0.1% |
| Other values (6) | 6 | < 0.1% |
| (Missing) | 146585 |
| Value | Count | Frequency (%) |
| 39.64619142 | 2066 | |
| 48.7308926 | 503 | 0.3% |
| 54.49294059 | 146 | 0.1% |
| 58.78131745 | 466 | 0.3% |
| 62.22195413 | 93 | 0.1% |
| Value | Count | Frequency (%) |
| 100.0487796 | 1 | |
| 98.57925062 | 1 | |
| 94.71026999 | 1 | |
| 89.22366349 | 1 | |
| 88.42603933 | 1 |
day_end_gba
Real number (ℝ)
MISSING 
| Distinct | 364 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 138497 |
| Missing (%) | 92.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.29066657 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 35.80878878 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 11.10002615 |
| Q1 | 21.83327441 |
| median | 27.9089715 |
| Q3 | 31.9211802 |
| 95-th percentile | 35.38217056 |
| Maximum | 35.80878878 |
| Range | 34.32833577 |
| Interquartile range (IQR) | 10.08790579 |
Descriptive statistics
| Standard deviation | 7.401214728 |
|---|---|
| Coefficient of variation (CV) | 0.2815149137 |
| Kurtosis | 0.457412352 |
| Mean | 26.29066657 |
| Median Absolute Deviation (MAD) | 5.160149901 |
| Skewness | -0.9185110372 |
| Sum | 302421.5375 |
| Variance | 54.77797945 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.80878878 | 65 | < 0.1% |
| 29.89361796 | 61 | < 0.1% |
| 28.02437138 | 61 | < 0.1% |
| 30.666948 | 61 | < 0.1% |
| 28.0816856 | 58 | < 0.1% |
| 18.2963085 | 57 | < 0.1% |
| 27.49669939 | 56 | < 0.1% |
| 30.52533481 | 56 | < 0.1% |
| 29.64238548 | 55 | < 0.1% |
| 34.55900667 | 54 | < 0.1% |
| Other values (354) | 10919 | 7.3% |
| (Missing) | 138497 |
| Value | Count | Frequency (%) |
| 1.480453014 | 22 | |
| 2.206948961 | 23 | |
| 2.921812056 | 27 | |
| 3.590290394 | 22 | |
| 4.210401996 | 23 |
| Value | Count | Frequency (%) |
| 35.80878878 | 65 | |
| 35.77642374 | 45 | |
| 35.74398477 | 40 | |
| 35.71147152 | 39 | |
| 35.67888361 | 54 |
active_gba
Real number (ℝ)
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 138497 |
| Missing (%) | 92.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 11503 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 11503 | 7.7% |
| (Missing) | 138497 |
| Value | Count | Frequency (%) |
| 1 | 11503 |
| Value | Count | Frequency (%) |
| 1 | 11503 |
bs_of_succ_m1
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_drop_call_rate
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_succ_rate
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_drop_rate
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_of_recall_m1
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_of_attemps_all_m1
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_of_unsucc_low_balance_m1
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_recall_rate
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_of_unsucc_attemp_equip_m1
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
bs_of_succ_but_drop_m1
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 150000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1.1 MiB |
MV_Traf_Cont_out_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2673 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7657436682 |
| Minimum | 0 |
|---|---|
| Maximum | 49.7769896 |
| Zeros | 121775 |
| Zeros (%) | 81.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.315408097 |
| Maximum | 49.7769896 |
| Range | 49.7769896 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.375486439 |
|---|---|
| Coefficient of variation (CV) | 3.10219534 |
| Kurtosis | 30.57912665 |
| Mean | 0.7657436682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.754000237 |
| Sum | 113549.8313 |
| Variance | 5.642935824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121775 | |
| 1.00908403 | 1088 | 0.7% |
| 1.012176694 | 853 | 0.6% |
| 1.03324115 | 395 | 0.3% |
| 1.038461046 | 366 | 0.2% |
| 1.043982701 | 318 | 0.2% |
| 1.006406835 | 274 | 0.2% |
| 1.068835007 | 194 | 0.1% |
| 1.000273218 | 189 | 0.1% |
| 1.023762432 | 175 | 0.1% |
| Other values (2663) | 22660 | 15.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 121775 | |
| 1.000273218 | 189 | 0.1% |
| 1.001075172 | 93 | 0.1% |
| 1.00238048 | 75 | 0.1% |
| 1.004165221 | 111 | 0.1% |
| Value | Count | Frequency (%) |
| 49.7769896 | 1 | |
| 43.27294854 | 1 | |
| 41.48776095 | 1 | |
| 38.771659 | 1 | |
| 38.70126958 | 1 |
MV_ot_mn_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 584 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1815088616 |
| Minimum | 0 |
|---|---|
| Maximum | 17.18935823 |
| Zeros | 91728 |
| Zeros (%) | 61.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.228104906 |
| Maximum | 17.18935823 |
| Range | 17.18935823 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4463500294 |
|---|---|
| Coefficient of variation (CV) | 2.459108749 |
| Kurtosis | 99.34363993 |
| Mean | 0.1815088616 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.735989786 |
| Sum | 19702.78692 |
| Variance | 0.1992283487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 91728 | |
| 1.228104906 | 6138 | 4.1% |
| 1.078403842 | 3788 | 2.5% |
| 1.158896555 | 1196 | 0.8% |
| 1.001554506 | 1174 | 0.8% |
| 1.224944945 | 888 | 0.6% |
| 1.127959048 | 622 | 0.4% |
| 1.248519049 | 201 | 0.1% |
| 1.639188125 | 198 | 0.1% |
| 1.071314534 | 144 | 0.1% |
| Other values (574) | 2473 | 1.6% |
| (Missing) | 41450 |
| Value | Count | Frequency (%) |
| 0 | 91728 | |
| 1 | 1 | < 0.1% |
| 1.000000001 | 32 | < 0.1% |
| 1.000000002 | 23 | < 0.1% |
| 1.000000002 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.18935823 | 3 | |
| 12.35334808 | 1 | < 0.1% |
| 12.21033147 | 7 | |
| 5.7508689 | 1 | < 0.1% |
| 4.714048971 | 2 | < 0.1% |
MV_dou_Roam_v
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0169666349 |
| Minimum | 0 |
|---|---|
| Maximum | 12.33868121 |
| Zeros | 147505 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12.33868121 |
| Range | 12.33868121 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2838780631 |
|---|---|
| Coefficient of variation (CV) | 16.73154781 |
| Kurtosis | 621.404592 |
| Mean | 0.0169666349 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.68534202 |
| Sum | 2515.93139 |
| Variance | 0.08058675472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147505 | |
| 1.480453014 | 300 | 0.2% |
| 2.206948961 | 129 | 0.1% |
| 2.921812056 | 83 | 0.1% |
| 3.590290394 | 57 | < 0.1% |
| 4.210401996 | 43 | < 0.1% |
| 4.786566308 | 33 | < 0.1% |
| 5.324077125 | 24 | < 0.1% |
| 6.30189811 | 21 | < 0.1% |
| 6.749901739 | 18 | < 0.1% |
| Other values (16) | 74 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 147505 | |
| 1.480453014 | 300 | 0.2% |
| 2.206948961 | 129 | 0.1% |
| 2.921812056 | 83 | 0.1% |
| 3.590290394 | 57 | < 0.1% |
| Value | Count | Frequency (%) |
| 12.33868121 | 2 | |
| 11.86254065 | 3 | |
| 11.36116158 | 2 | |
| 11.10002615 | 1 | < 0.1% |
| 10.83132398 | 1 | < 0.1% |
MV_ap_innet_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1134 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.065844608 |
| Minimum | 0 |
|---|---|
| Maximum | 5.984584279 |
| Zeros | 1959 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.000261606 |
| Q1 | 1.002928785 |
| median | 1.023826283 |
| Q3 | 1.062779037 |
| 95-th percentile | 1.50866855 |
| Maximum | 5.984584279 |
| Range | 5.984584279 |
| Interquartile range (IQR) | 0.05985025186 |
Descriptive statistics
| Standard deviation | 0.2480412064 |
|---|---|
| Coefficient of variation (CV) | 0.232717982 |
| Kurtosis | 15.02556175 |
| Mean | 1.065844608 |
| Median Absolute Deviation (MAD) | 0.02193173752 |
| Skewness | -0.3895211133 |
| Sum | 81164.06694 |
| Variance | 0.06152444008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.023826283 | 9280 | 6.2% |
| 1.002928785 | 9278 | 6.2% |
| 1.062779037 | 5644 | 3.8% |
| 1.50866855 | 5250 | 3.5% |
| 1.035014673 | 5060 | 3.4% |
| 1.052317705 | 3703 | 2.5% |
| 1.252829683 | 3258 | 2.2% |
| 1.197905354 | 2912 | 1.9% |
| 1.047689752 | 2591 | 1.7% |
| 1.000585811 | 2448 | 1.6% |
| Other values (1124) | 26726 | 17.8% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 1959 | |
| 1 | 23 | < 0.1% |
| 1 | 68 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.984584279 | 1 | |
| 4.34487957 | 1 | |
| 4.330542392 | 2 | |
| 3.9027454 | 1 | |
| 3.694023475 | 1 |
MV_ap_s
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 298 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2557149614 |
| Minimum | 0 |
|---|---|
| Maximum | 1.275127326 |
| Zeros | 56828 |
| Zeros (%) | 37.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000388493 |
| 95-th percentile | 1.006837963 |
| Maximum | 1.275127326 |
| Range | 1.275127326 |
| Interquartile range (IQR) | 1.000388493 |
Descriptive statistics
| Standard deviation | 0.4385959308 |
|---|---|
| Coefficient of variation (CV) | 1.715175086 |
| Kurtosis | -0.7154288007 |
| Mean | 0.2557149614 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.132739608 |
| Sum | 19472.69431 |
| Variance | 0.1923663905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 56828 | |
| 1.006542972 | 5253 | 3.5% |
| 1.006837963 | 3267 | 2.2% |
| 1.004586158 | 2916 | 1.9% |
| 1.003913069 | 2600 | 1.7% |
| 1.003652953 | 1290 | 0.9% |
| 1.024249071 | 555 | 0.4% |
| 1.004663896 | 413 | 0.3% |
| 1.01719918 | 346 | 0.2% |
| 1.005261454 | 280 | 0.2% |
| Other values (288) | 2402 | 1.6% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 56828 | |
| 1 | 8 | < 0.1% |
| 1 | 4 | < 0.1% |
| 1 | 7 | < 0.1% |
| 1 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.275127326 | 1 | < 0.1% |
| 1.265448239 | 1 | < 0.1% |
| 1.12357847 | 2 | < 0.1% |
| 1.117512979 | 227 | |
| 1.107171269 | 1 | < 0.1% |
MV_dou_out_s
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5599145533 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 114376 |
| Zeros (%) | 76.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.921812056 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.316759706 |
|---|---|
| Coefficient of variation (CV) | 2.351715451 |
| Kurtosis | 18.99964094 |
| Mean | 0.5599145533 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.709328041 |
| Sum | 83028.04936 |
| Variance | 1.733856124 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 114376 | |
| 1.480453014 | 18604 | 12.4% |
| 2.206948961 | 6306 | 4.2% |
| 2.921812056 | 2950 | 2.0% |
| 3.590290394 | 1707 | 1.1% |
| 4.210401996 | 1039 | 0.7% |
| 4.786566308 | 754 | 0.5% |
| 5.324077125 | 482 | 0.3% |
| 5.827795843 | 363 | 0.2% |
| 6.30189811 | 295 | 0.2% |
| Other values (22) | 1411 | 0.9% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 114376 | |
| 1.480453014 | 18604 | 12.4% |
| 2.206948961 | 6306 | 4.2% |
| 2.921812056 | 2950 | 2.0% |
| 3.590290394 | 1707 | 1.1% |
| Value | Count | Frequency (%) |
| 13.01132535 | 33 | |
| 12.79226812 | 13 | < 0.1% |
| 12.56814363 | 18 | |
| 12.33868121 | 24 | |
| 12.1035869 | 17 |
MV_ot_omo_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 997 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7650887791 |
| Minimum | 0 |
|---|---|
| Maximum | 15.21942841 |
| Zeros | 80176 |
| Zeros (%) | 53.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.246168599 |
| 95-th percentile | 3.497123879 |
| Maximum | 15.21942841 |
| Range | 15.21942841 |
| Interquartile range (IQR) | 1.246168599 |
Descriptive statistics
| Standard deviation | 1.366456667 |
|---|---|
| Coefficient of variation (CV) | 1.786010597 |
| Kurtosis | 1.442447884 |
| Mean | 0.7650887791 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.53464717 |
| Sum | 83050.38697 |
| Variance | 1.867203824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 80176 | |
| 3.497123879 | 6111 | 4.1% |
| 2.187984624 | 4094 | 2.7% |
| 2.807845806 | 3788 | 2.5% |
| 2.616325717 | 3134 | 2.1% |
| 2.980455215 | 1192 | 0.8% |
| 4.067549536 | 1191 | 0.8% |
| 1.246168599 | 911 | 0.6% |
| 2.882981386 | 887 | 0.6% |
| 2.879206217 | 622 | 0.4% |
| Other values (987) | 6444 | 4.3% |
| (Missing) | 41450 |
| Value | Count | Frequency (%) |
| 0 | 80176 | |
| 1.000000048 | 1 | < 0.1% |
| 1.000000055 | 2 | < 0.1% |
| 1.00000008 | 32 | < 0.1% |
| 1.000000087 | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.21942841 | 1 | |
| 11.13608201 | 1 | |
| 10.32682107 | 1 | |
| 10.05826123 | 2 | |
| 10.05800484 | 2 |
MV_ARPU_omo_out_s_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 275 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1854956705 |
| Minimum | 0 |
|---|---|
| Maximum | 68.48537847 |
| Zeros | 135852 |
| Zeros (%) | 90.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.604773951 |
| Maximum | 68.48537847 |
| Range | 68.48537847 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7936866729 |
|---|---|
| Coefficient of variation (CV) | 4.278734219 |
| Kurtosis | 614.103139 |
| Mean | 0.1854956705 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.88120767 |
| Sum | 27506.5965 |
| Variance | 0.6299385347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135852 | |
| 1.604773951 | 4700 | 3.1% |
| 1.604273725 | 3245 | 2.2% |
| 2.46360592 | 1020 | 0.7% |
| 2.462595556 | 820 | 0.5% |
| 3.281747174 | 374 | 0.2% |
| 3.280346311 | 322 | 0.2% |
| 1.021216128 | 182 | 0.1% |
| 4.032641655 | 168 | 0.1% |
| 1.335206418 | 156 | 0.1% |
| Other values (265) | 1448 | 1.0% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 135852 | |
| 1.016372063 | 1 | < 0.1% |
| 1.021216128 | 182 | 0.1% |
| 1.074404269 | 77 | 0.1% |
| 1.107731012 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 68.48537847 | 1 | |
| 46.70677226 | 1 | |
| 38.69974896 | 1 | |
| 35.71473271 | 1 | |
| 27.6573118 | 1 |
MV_Traf_innet_out_s_Cnt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 282 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6097999627 |
| Minimum | 0 |
|---|---|
| Maximum | 63.78518546 |
| Zeros | 125468 |
| Zeros (%) | 83.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3.590290394 |
| Maximum | 63.78518546 |
| Range | 63.78518546 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.292013713 |
|---|---|
| Coefficient of variation (CV) | 3.758632098 |
| Kurtosis | 90.19083815 |
| Mean | 0.6097999627 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.789038571 |
| Sum | 90425.40708 |
| Variance | 5.253326863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 125468 | |
| 1.480453014 | 8848 | 5.9% |
| 2.206948961 | 3975 | 2.6% |
| 2.921812056 | 2230 | 1.5% |
| 3.590290394 | 1472 | 1.0% |
| 4.210401996 | 944 | 0.6% |
| 4.786566308 | 739 | 0.5% |
| 5.324077125 | 551 | 0.4% |
| 5.827795843 | 412 | 0.3% |
| 6.30189811 | 335 | 0.2% |
| Other values (272) | 3313 | 2.2% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 125468 | |
| 1.480453014 | 8848 | 5.9% |
| 2.206948961 | 3975 | 2.6% |
| 2.921812056 | 2230 | 1.5% |
| 3.590290394 | 1472 | 1.0% |
| Value | Count | Frequency (%) |
| 63.78518546 | 1 | |
| 55.52330032 | 1 | |
| 55.44976095 | 1 | |
| 52.16614769 | 1 | |
| 49.99191488 | 1 |
MV_ARPU_R_out_v_Traf
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 42 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01217128313 |
| Minimum | 0 |
|---|---|
| Maximum | 55.72728241 |
| Zeros | 148174 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 55.72728241 |
| Range | 55.72728241 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.517816048 |
|---|---|
| Coefficient of variation (CV) | 42.54408039 |
| Kurtosis | 4027.97581 |
| Mean | 0.01217128313 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 56.9130479 |
| Sum | 1804.843061 |
| Variance | 0.2681334595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148174 | |
| 7.485597097 | 35 | < 0.1% |
| 12.21033147 | 11 | < 0.1% |
| 11.23918336 | 10 | < 0.1% |
| 14.64753823 | 8 | < 0.1% |
| 13.89998703 | 3 | < 0.1% |
| 15.9956774 | 3 | < 0.1% |
| 14.64753823 | 3 | < 0.1% |
| 27.58908547 | 2 | < 0.1% |
| 18.76280413 | 2 | < 0.1% |
| Other values (32) | 36 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148174 | |
| 7.485597097 | 35 | < 0.1% |
| 10.1546768 | 1 | < 0.1% |
| 11.23918336 | 10 | < 0.1% |
| 12.21033147 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.72728241 | 1 | |
| 54.96405463 | 1 | |
| 47.19859264 | 1 | |
| 36.45081365 | 1 | |
| 35.9576091 | 1 |
MV_ARPU_mn_out_v_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 177 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2106096607 |
| Minimum | 0 |
|---|---|
| Maximum | 48.12416573 |
| Zeros | 145844 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48.12416573 |
| Range | 48.12416573 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.80238333 |
|---|---|
| Coefficient of variation (CV) | 8.557932834 |
| Kurtosis | 136.8012636 |
| Mean | 0.2106096607 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.62182781 |
| Sum | 31230.67475 |
| Variance | 3.24858567 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145844 | |
| 8.921905742 | 1153 | 0.8% |
| 10.1546768 | 296 | 0.2% |
| 13.09170143 | 237 | 0.2% |
| 15.99569352 | 127 | 0.1% |
| 18.26314321 | 61 | < 0.1% |
| 14.64751986 | 44 | < 0.1% |
| 14.64753823 | 36 | < 0.1% |
| 21.7490829 | 35 | < 0.1% |
| 20.13970639 | 30 | < 0.1% |
| Other values (167) | 424 | 0.3% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 145844 | |
| 1.109437505 | 5 | < 0.1% |
| 1.335206418 | 1 | < 0.1% |
| 1.604702487 | 1 | < 0.1% |
| 1.889856529 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.12416573 | 1 | |
| 46.21596167 | 1 | |
| 43.75099798 | 1 | |
| 42.19049913 | 1 | |
| 42.108103 | 1 |
MV_ARPU_omo_out_v_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 5122 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9622829931 |
| Minimum | 0 |
|---|---|
| Maximum | 60.95321769 |
| Zeros | 127068 |
| Zeros (%) | 84.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6.900040816 |
| Maximum | 60.95321769 |
| Range | 60.95321769 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.345070782 |
|---|---|
| Coefficient of variation (CV) | 3.476181961 |
| Kurtosis | 29.91299345 |
| Mean | 0.9622829931 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.933609742 |
| Sum | 142694.0582 |
| Variance | 11.18949854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127068 | |
| 1.148322296 | 904 | 0.6% |
| 1.335206418 | 677 | 0.5% |
| 1.334752185 | 653 | 0.4% |
| 1.109437505 | 549 | 0.4% |
| 1.438882091 | 471 | 0.3% |
| 1.773305234 | 307 | 0.2% |
| 1.604773951 | 294 | 0.2% |
| 1.14874172 | 261 | 0.2% |
| 2.118332641 | 253 | 0.2% |
| Other values (5112) | 16850 | 11.2% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 127068 | |
| 1.016192359 | 1 | < 0.1% |
| 1.018881881 | 1 | < 0.1% |
| 1.020964939 | 1 | < 0.1% |
| 1.023218957 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 60.95321769 | 1 | |
| 46.04944803 | 1 | |
| 45.07803587 | 1 | |
| 44.4850367 | 1 | |
| 44.03180737 | 1 |
MV_Traf_Other_out_v_Min
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 148287 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 148287 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148287 |
| Value | Count | Frequency (%) |
| 0 | 148287 |
MV_ap_omo_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1156 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.491058314 |
| Minimum | 0 |
|---|---|
| Maximum | 19.56367382 |
| Zeros | 2194 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.87071205 |
| Q1 | 2.35663999 |
| median | 3.473922655 |
| Q3 | 3.84403591 |
| 95-th percentile | 6.378286166 |
| Maximum | 19.56367382 |
| Range | 19.56367382 |
| Interquartile range (IQR) | 1.48739592 |
Descriptive statistics
| Standard deviation | 1.454454637 |
|---|---|
| Coefficient of variation (CV) | 0.416622842 |
| Kurtosis | 3.620966371 |
| Mean | 3.491058314 |
| Median Absolute Deviation (MAD) | 0.6940376629 |
| Skewness | 1.003570341 |
| Sum | 265844.0906 |
| Variance | 2.11543829 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.352392065 | 9279 | 6.2% |
| 3.473922655 | 5644 | 3.8% |
| 3.497123879 | 5060 | 3.4% |
| 3.753775807 | 4731 | 3.2% |
| 3.753775807 | 4549 | 3.0% |
| 4.294244217 | 3258 | 2.2% |
| 6.378286166 | 3062 | 2.0% |
| 4.823322403 | 2912 | 1.9% |
| 3.34088189 | 2591 | 1.7% |
| 2.187984624 | 2448 | 1.6% |
| Other values (1146) | 32616 | |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 2194 | |
| 1.000000048 | 68 | < 0.1% |
| 1.000000049 | 14 | < 0.1% |
| 1.000000055 | 3 | < 0.1% |
| 1.000000074 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.56367382 | 1 | |
| 15.79628489 | 2 | |
| 14.99308519 | 1 | |
| 14.71690066 | 1 | |
| 14.16800271 | 1 |
MV_Traf_R_out_v_Min
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 477 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03723734641 |
| Minimum | 0 |
|---|---|
| Maximum | 47.7899062 |
| Zeros | 147684 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 47.7899062 |
| Range | 47.7899062 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8205050012 |
|---|---|
| Coefficient of variation (CV) | 22.03446487 |
| Kurtosis | 975.4554168 |
| Mean | 0.03723734641 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.06385706 |
| Sum | 5521.814387 |
| Variance | 0.6732284571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147684 | |
| 1.146683065 | 5 | < 0.1% |
| 1.281566341 | 5 | < 0.1% |
| 1.055879654 | 5 | < 0.1% |
| 1.07568182 | 5 | < 0.1% |
| 1.550471024 | 5 | < 0.1% |
| 1.012176694 | 5 | < 0.1% |
| 1.515293969 | 4 | < 0.1% |
| 1.121317553 | 4 | < 0.1% |
| 1.192067384 | 4 | < 0.1% |
| Other values (467) | 561 | 0.4% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 147684 | |
| 1.000273218 | 4 | < 0.1% |
| 1.001075172 | 3 | < 0.1% |
| 1.004165221 | 2 | < 0.1% |
| 1.006406835 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 47.7899062 | 1 | |
| 43.55494917 | 1 | |
| 39.37318626 | 1 | |
| 36.18943476 | 1 | |
| 35.72394374 | 1 |
MV_Traf_3G_d_Mb
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 92877 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.47604176 |
| Minimum | 0 |
|---|---|
| Maximum | 166.4879868 |
| Zeros | 52017 |
| Zeros (%) | 34.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 18.03584643 |
| Q3 | 54.95558497 |
| 95-th percentile | 89.78690978 |
| Maximum | 166.4879868 |
| Range | 166.4879868 |
| Interquartile range (IQR) | 54.95558497 |
Descriptive statistics
| Standard deviation | 32.54400476 |
|---|---|
| Coefficient of variation (CV) | 1.104083276 |
| Kurtosis | -0.56970944 |
| Mean | 29.47604176 |
| Median Absolute Deviation (MAD) | 18.03584643 |
| Skewness | 0.7564414831 |
| Sum | 4370913.805 |
| Variance | 1059.112246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52017 | |
| 1.000000953 | 216 | 0.1% |
| 1.008681995 | 138 | 0.1% |
| 1.000003807 | 124 | 0.1% |
| 1.000008558 | 86 | 0.1% |
| 1.000023726 | 73 | < 0.1% |
| 1.000015199 | 71 | < 0.1% |
| 1.000034132 | 58 | < 0.1% |
| 1.000046413 | 53 | < 0.1% |
| 1.031829292 | 50 | < 0.1% |
| Other values (92867) | 95401 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 52017 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 16 | < 0.1% |
| 1.000000003 | 4 | < 0.1% |
| 1.000000006 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 166.4879868 | 1 | |
| 166.0305268 | 1 | |
| 165.5773844 | 1 | |
| 164.5828745 | 1 | |
| 162.5663204 | 1 |
MV_Traf_2G_d_Mb
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 84147 |
|---|---|
| Distinct (%) | 56.7% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.45412575 |
| Minimum | 0 |
|---|---|
| Maximum | 137.8788356 |
| Zeros | 58823 |
| Zeros (%) | 39.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.397093672 |
| Q3 | 35.38594728 |
| 95-th percentile | 69.10707971 |
| Maximum | 137.8788356 |
| Range | 137.8788356 |
| Interquartile range (IQR) | 35.38594728 |
Descriptive statistics
| Standard deviation | 24.79452495 |
|---|---|
| Coefficient of variation (CV) | 1.343576243 |
| Kurtosis | 0.3929446297 |
| Mean | 18.45412575 |
| Median Absolute Deviation (MAD) | 1.397093672 |
| Skewness | 1.195293689 |
| Sum | 2736506.945 |
| Variance | 614.7684677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58823 | |
| 1.008681995 | 621 | 0.4% |
| 1.000000953 | 523 | 0.3% |
| 1.000003807 | 192 | 0.1% |
| 1.000008558 | 141 | 0.1% |
| 1.000015199 | 98 | 0.1% |
| 1.031829292 | 93 | 0.1% |
| 1.000034132 | 93 | 0.1% |
| 1.000023726 | 87 | 0.1% |
| 1.000046413 | 73 | < 0.1% |
| Other values (84137) | 87543 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 58823 | |
| 1.000000001 | 3 | < 0.1% |
| 1.000000002 | 2 | < 0.1% |
| 1.000000002 | 9 | < 0.1% |
| 1.000000003 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 137.8788356 | 1 | |
| 136.5224331 | 1 | |
| 135.0759021 | 1 | |
| 135.037553 | 1 | |
| 134.7532064 | 1 |
MV_ARPU_R_out_s_Traf
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001923095788 |
| Minimum | 0 |
|---|---|
| Maximum | 24.63573343 |
| Zeros | 148206 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24.63573343 |
| Range | 24.63573343 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1195635603 |
|---|---|
| Coefficient of variation (CV) | 62.17244148 |
| Kurtosis | 16471.16694 |
| Mean | 0.001923095788 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 109.2006731 |
| Sum | 285.1701051 |
| Variance | 0.01429544496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148206 | |
| 1.604845415 | 52 | < 0.1% |
| 7.485597097 | 11 | < 0.1% |
| 2.463750252 | 7 | < 0.1% |
| 7.942426538 | 2 | < 0.1% |
| 8.375929449 | 2 | < 0.1% |
| 3.28194728 | 2 | < 0.1% |
| 8.788616082 | 1 | < 0.1% |
| 15.9956774 | 1 | < 0.1% |
| 24.63573343 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148206 | |
| 1.604845415 | 52 | < 0.1% |
| 2.463750252 | 7 | < 0.1% |
| 3.28194728 | 2 | < 0.1% |
| 4.720971394 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.63573343 | 1 | |
| 15.9956774 | 1 | |
| 8.788718847 | 1 | |
| 8.788616082 | 1 | |
| 8.375929449 | 2 |
MV_ot_3G_d
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07310032223 |
| Minimum | 0 |
|---|---|
| Maximum | 20.13969538 |
| Zeros | 108156 |
| Zeros (%) | 72.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20.13969538 |
| Range | 20.13969538 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.21115155 |
|---|---|
| Coefficient of variation (CV) | 16.56834763 |
| Kurtosis | 270.523773 |
| Mean | 0.07310032223 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.5081431 |
| Sum | 7935.039979 |
| Variance | 1.466888078 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108156 | |
| 20.13969538 | 394 | 0.3% |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 108156 | |
| 20.13969538 | 394 | 0.3% |
| Value | Count | Frequency (%) |
| 20.13969538 | 394 | 0.3% |
| 0 | 108156 |
MV_dou_Roam_d
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05048819217 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 146819 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6109528387 |
|---|---|
| Coefficient of variation (CV) | 12.10090543 |
| Kurtosis | 229.5433609 |
| Mean | 0.05048819217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.52687352 |
| Sum | 7486.742552 |
| Variance | 0.3732633711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 146819 | |
| 1.480453014 | 368 | 0.2% |
| 2.206948961 | 162 | 0.1% |
| 2.921812056 | 87 | 0.1% |
| 3.590290394 | 84 | 0.1% |
| 4.210401996 | 80 | 0.1% |
| 4.786566308 | 65 | < 0.1% |
| 5.324077125 | 50 | < 0.1% |
| 5.827795843 | 40 | < 0.1% |
| 6.749901739 | 39 | < 0.1% |
| Other values (22) | 493 | 0.3% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 146819 | |
| 1.480453014 | 368 | 0.2% |
| 2.206948961 | 162 | 0.1% |
| 2.921812056 | 87 | 0.1% |
| 3.590290394 | 84 | 0.1% |
| Value | Count | Frequency (%) |
| 13.01132535 | 7 | |
| 12.79226812 | 4 | < 0.1% |
| 12.56814363 | 7 | |
| 12.33868121 | 12 | |
| 12.1035869 | 14 |
MV_ARPU_Roam_d_Traf
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01292318938 |
| Minimum | 0 |
|---|---|
| Maximum | 44.75633791 |
| Zeros | 148033 |
| Zeros (%) | 98.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 44.75633791 |
| Range | 44.75633791 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4215100436 |
|---|---|
| Coefficient of variation (CV) | 32.61656478 |
| Kurtosis | 3080.381314 |
| Mean | 0.01292318938 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 49.61745665 |
| Sum | 1916.340983 |
| Variance | 0.1776707168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148033 | |
| 3.539668309 | 145 | 0.1% |
| 5.7508689 | 31 | < 0.1% |
| 14.64753823 | 12 | < 0.1% |
| 7.485636999 | 11 | < 0.1% |
| 20.13969538 | 10 | < 0.1% |
| 23.81164265 | 5 | < 0.1% |
| 8.921939477 | 4 | < 0.1% |
| 10.15473553 | 4 | < 0.1% |
| 11.23923554 | 4 | < 0.1% |
| Other values (22) | 28 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148033 | |
| 3.539668309 | 145 | 0.1% |
| 5.750819605 | 1 | < 0.1% |
| 5.7508689 | 31 | < 0.1% |
| 7.485597097 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.75633791 | 1 | < 0.1% |
| 30.86708748 | 1 | < 0.1% |
| 30.8670736 | 3 | |
| 28.91645143 | 1 | < 0.1% |
| 26.62107315 | 1 | < 0.1% |
MV_ap_3G_d
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 76150 |
| Zeros (%) | 50.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 76150 | |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
MV_dou_innet_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.16856397 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 21397 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.210401996 |
| median | 9.974411855 |
| Q3 | 12.33868121 |
| 95-th percentile | 13.01132535 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 8.128279211 |
Descriptive statistics
| Standard deviation | 4.692006933 |
|---|---|
| Coefficient of variation (CV) | 0.5743980153 |
| Kurtosis | -1.090848852 |
| Mean | 8.16856397 |
| Median Absolute Deviation (MAD) | 2.817856266 |
| Skewness | -0.6429930921 |
| Sum | 1211291.845 |
| Variance | 22.01492906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21397 | 14.3% |
| 13.01132535 | 18459 | 12.3% |
| 12.79226812 | 9309 | 6.2% |
| 12.56814363 | 7010 | 4.7% |
| 12.33868121 | 5912 | 3.9% |
| 12.1035869 | 5333 | 3.6% |
| 1.480453014 | 4917 | 3.3% |
| 11.86254065 | 4568 | 3.0% |
| 11.61519305 | 4268 | 2.8% |
| 11.36116158 | 3869 | 2.6% |
| Other values (22) | 63245 |
| Value | Count | Frequency (%) |
| 0 | 21397 | |
| 1.480453014 | 4917 | 3.3% |
| 2.206948961 | 3618 | 2.4% |
| 2.921812056 | 3096 | 2.1% |
| 3.590290394 | 2852 | 1.9% |
| Value | Count | Frequency (%) |
| 13.01132535 | 18459 | |
| 12.79226812 | 9309 | |
| 12.56814363 | 7010 | 4.7% |
| 12.33868121 | 5912 | 3.9% |
| 12.1035869 | 5333 | 3.6% |
MV_Traf_omo_inc_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 17139 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.19524775 |
| Minimum | 0 |
|---|---|
| Maximum | 66.35474898 |
| Zeros | 32351 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.2015563 |
| median | 7.76756476 |
| Q3 | 16.80060755 |
| 95-th percentile | 29.33183839 |
| Maximum | 66.35474898 |
| Range | 66.35474898 |
| Interquartile range (IQR) | 15.59905125 |
Descriptive statistics
| Standard deviation | 9.98664982 |
|---|---|
| Coefficient of variation (CV) | 0.9795396904 |
| Kurtosis | 0.3020720678 |
| Mean | 10.19524775 |
| Median Absolute Deviation (MAD) | 7.734387396 |
| Skewness | 0.9322785605 |
| Sum | 1511822.702 |
| Variance | 99.73317463 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 32351 | 21.6% |
| 1.055879654 | 193 | 0.1% |
| 1.097577944 | 189 | 0.1% |
| 1.07568182 | 180 | 0.1% |
| 1.090062766 | 179 | 0.1% |
| 1.105297684 | 177 | 0.1% |
| 1.113213566 | 176 | 0.1% |
| 1.06223072 | 171 | 0.1% |
| 1.164401954 | 169 | 0.1% |
| 1.038461046 | 169 | 0.1% |
| Other values (17129) | 114333 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 32351 | |
| 1.000273218 | 108 | 0.1% |
| 1.001075172 | 65 | < 0.1% |
| 1.00238048 | 74 | < 0.1% |
| 1.004165221 | 71 | < 0.1% |
| Value | Count | Frequency (%) |
| 66.35474898 | 1 | |
| 63.39516017 | 1 | |
| 62.62330984 | 1 | |
| 61.86340888 | 1 | |
| 61.60666009 | 1 |
MV_ARPU_Other_out_v_Traf
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 148287 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 148287 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148287 |
| Value | Count | Frequency (%) |
| 0 | 148287 |
MV_dou_net
Real number (ℝ)
MISSING 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.13963082 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 7.578965206 |
| Q1 | 12.33868121 |
| median | 13.01132535 |
| Q3 | 13.01132535 |
| 95-th percentile | 13.01132535 |
| Maximum | 13.01132535 |
| Range | 11.53087233 |
| Interquartile range (IQR) | 0.6726441413 |
Descriptive statistics
| Standard deviation | 1.985135456 |
|---|---|
| Coefficient of variation (CV) | 0.1635251916 |
| Kurtosis | 9.939382109 |
| Mean | 12.13963082 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.085309967 |
| Sum | 1800149.435 |
| Variance | 3.940762778 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.01132535 | 92581 | |
| 12.79226812 | 11351 | 7.6% |
| 12.56814363 | 6488 | 4.3% |
| 12.33868121 | 4608 | 3.1% |
| 12.1035869 | 3504 | 2.3% |
| 11.86254065 | 3022 | 2.0% |
| 11.61519305 | 2550 | 1.7% |
| 11.36116158 | 2098 | 1.4% |
| 11.10002615 | 1837 | 1.2% |
| 10.83132398 | 1726 | 1.2% |
| Other values (21) | 18522 | 12.3% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 1.480453014 | 579 | |
| 2.206948961 | 596 | |
| 2.921812056 | 591 | |
| 3.590290394 | 548 | |
| 4.210401996 | 540 |
| Value | Count | Frequency (%) |
| 13.01132535 | 92581 | |
| 12.79226812 | 11351 | 7.6% |
| 12.56814363 | 6488 | 4.3% |
| 12.33868121 | 4608 | 3.1% |
| 12.1035869 | 3504 | 2.3% |
MV_dou
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1117 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.10754642 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 7.578965206 |
| Q1 | 12.33868121 |
| median | 13.01132535 |
| Q3 | 13.01132535 |
| 95-th percentile | 13.01132535 |
| Maximum | 13.01132535 |
| Range | 11.53087233 |
| Interquartile range (IQR) | 0.6726441413 |
Descriptive statistics
| Standard deviation | 2.068500773 |
|---|---|
| Coefficient of variation (CV) | 0.1708439267 |
| Kurtosis | 9.860241054 |
| Mean | 12.10754642 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.088296734 |
| Sum | 1802607.834 |
| Variance | 4.278695449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.01132535 | 92805 | |
| 12.79226812 | 11353 | 7.6% |
| 12.56814363 | 6453 | 4.3% |
| 12.33868121 | 4622 | 3.1% |
| 12.1035869 | 3503 | 2.3% |
| 11.86254065 | 3003 | 2.0% |
| 11.61519305 | 2514 | 1.7% |
| 11.36116158 | 2089 | 1.4% |
| 11.10002615 | 1851 | 1.2% |
| 10.83132398 | 1717 | 1.1% |
| Other values (21) | 18973 | 12.6% |
| Value | Count | Frequency (%) |
| 1.480453014 | 938 | |
| 2.206948961 | 707 | |
| 2.921812056 | 588 | |
| 3.590290394 | 547 | |
| 4.210401996 | 571 |
| Value | Count | Frequency (%) |
| 13.01132535 | 92805 | |
| 12.79226812 | 11353 | 7.6% |
| 12.56814363 | 6453 | 4.3% |
| 12.33868121 | 4622 | 3.1% |
| 12.1035869 | 3503 | 2.3% |
MV_Traf_Cont_out_s_Cnt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 73 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2946746233 |
| Minimum | 0 |
|---|---|
| Maximum | 54.63849416 |
| Zeros | 128606 |
| Zeros (%) | 85.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 54.63849416 |
| Range | 54.63849416 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9905165335 |
|---|---|
| Coefficient of variation (CV) | 3.361390684 |
| Kurtosis | 135.5861949 |
| Mean | 0.2946746233 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.625573165 |
| Sum | 43696.41587 |
| Variance | 0.9811230031 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 128606 | |
| 1.480453014 | 12944 | 8.6% |
| 2.206948961 | 3134 | 2.1% |
| 2.921812056 | 935 | 0.6% |
| 3.590290394 | 918 | 0.6% |
| 4.786566308 | 379 | 0.3% |
| 4.210401996 | 348 | 0.2% |
| 5.827795843 | 171 | 0.1% |
| 5.324077125 | 158 | 0.1% |
| 6.30189811 | 102 | 0.1% |
| Other values (63) | 592 | 0.4% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 128606 | |
| 1.480453014 | 12944 | 8.6% |
| 2.206948961 | 3134 | 2.1% |
| 2.921812056 | 935 | 0.6% |
| 3.590290394 | 918 | 0.6% |
| Value | Count | Frequency (%) |
| 54.63849416 | 1 | |
| 29.38626447 | 1 | |
| 25.9044174 | 1 | |
| 23.84002136 | 1 | |
| 23.5143809 | 1 |
MV_VLR_Guest
Real number (ℝ)
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 147845 |
| Missing (%) | 98.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 2155 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 2155 | 1.4% |
| (Missing) | 147845 |
| Value | Count | Frequency (%) |
| 1 | 2155 |
| Value | Count | Frequency (%) |
| 1 | 2155 |
MV_ARPU_Other_inc_v_Traf
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 148287 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 148287 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148287 |
| Value | Count | Frequency (%) |
| 0 | 148287 |
MV_Traf_4G_d_Mb
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 88045 |
|---|---|
| Distinct (%) | 59.4% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.51376035 |
| Minimum | 0 |
|---|---|
| Maximum | 183.6344287 |
| Zeros | 56672 |
| Zeros (%) | 37.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 25.44535769 |
| Q3 | 73.33261512 |
| 95-th percentile | 106.1091624 |
| Maximum | 183.6344287 |
| Range | 183.6344287 |
| Interquartile range (IQR) | 73.33261512 |
Descriptive statistics
| Standard deviation | 40.09913524 |
|---|---|
| Coefficient of variation (CV) | 1.068918042 |
| Kurtosis | -1.175930315 |
| Mean | 37.51376035 |
| Median Absolute Deviation (MAD) | 25.44535769 |
| Skewness | 0.5031927478 |
| Sum | 5562802.981 |
| Variance | 1607.940647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 56672 | |
| 1.000000953 | 516 | 0.3% |
| 1.000003807 | 224 | 0.1% |
| 1.000008558 | 135 | 0.1% |
| 1.000015199 | 122 | 0.1% |
| 1.000023726 | 96 | 0.1% |
| 1.000034132 | 80 | 0.1% |
| 1.000060562 | 67 | < 0.1% |
| 1.000046413 | 63 | < 0.1% |
| 1.000076574 | 55 | < 0.1% |
| Other values (88035) | 90257 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 56672 | |
| 1.000000001 | 2 | < 0.1% |
| 1.000000002 | 2 | < 0.1% |
| 1.000000005 | 1 | < 0.1% |
| 1.000000006 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 183.6344287 | 1 | |
| 176.6945172 | 1 | |
| 172.9220568 | 1 | |
| 171.3618751 | 1 | |
| 170.4791777 | 1 |
MV_ot_R_v
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002889453813 |
| Minimum | 0 |
|---|---|
| Maximum | 26.27691501 |
| Zeros | 108538 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 26.27691501 |
| Range | 26.27691501 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2748019919 |
|---|---|
| Coefficient of variation (CV) | 95.10516854 |
| Kurtosis | 9041.556168 |
| Mean | 0.002889453813 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 95.0963348 |
| Sum | 313.6502114 |
| Variance | 0.07551613476 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108538 | |
| 26.06584255 | 4 | < 0.1% |
| 26.23221486 | 2 | < 0.1% |
| 26.09212776 | 2 | < 0.1% |
| 26.09057279 | 1 | < 0.1% |
| 26.27691501 | 1 | < 0.1% |
| 26.2003135 | 1 | < 0.1% |
| 26.17035468 | 1 | < 0.1% |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 108538 | |
| 26.06584255 | 4 | < 0.1% |
| 26.09057279 | 1 | < 0.1% |
| 26.09212776 | 2 | < 0.1% |
| 26.17035468 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.27691501 | 1 | |
| 26.23221486 | 2 | |
| 26.2003135 | 1 | |
| 26.17035468 | 1 | |
| 26.09212776 | 2 |
MV_Traf_innet_out_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 46689 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.47689138 |
| Minimum | 0 |
|---|---|
| Maximum | 91.13807324 |
| Zeros | 24358 |
| Zeros (%) | 16.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.431344267 |
| median | 22.98576822 |
| Q3 | 35.40630412 |
| 95-th percentile | 49.65633427 |
| Maximum | 91.13807324 |
| Range | 91.13807324 |
| Interquartile range (IQR) | 28.97495985 |
Descriptive statistics
| Standard deviation | 16.65629412 |
|---|---|
| Coefficient of variation (CV) | 0.7410408245 |
| Kurtosis | -0.9653290791 |
| Mean | 22.47689138 |
| Median Absolute Deviation (MAD) | 14.01440061 |
| Skewness | 0.1799534048 |
| Sum | 3333030.792 |
| Variance | 277.4321338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24358 | 16.2% |
| 1.000273218 | 100 | 0.1% |
| 1.055879654 | 68 | < 0.1% |
| 1.097577944 | 66 | < 0.1% |
| 1.043982701 | 65 | < 0.1% |
| 1.480453014 | 64 | < 0.1% |
| 1.06223072 | 62 | < 0.1% |
| 1.023762432 | 61 | < 0.1% |
| 1.164401954 | 60 | < 0.1% |
| 1.146683065 | 58 | < 0.1% |
| Other values (46679) | 123325 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 24358 | |
| 1.000273218 | 100 | 0.1% |
| 1.001075172 | 50 | < 0.1% |
| 1.00238048 | 42 | < 0.1% |
| 1.004165221 | 41 | < 0.1% |
| Value | Count | Frequency (%) |
| 91.13807324 | 1 | |
| 90.67726617 | 1 | |
| 88.82725893 | 1 | |
| 85.64034878 | 1 | |
| 83.59094684 | 1 |
MV_ap_Other
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05956281238 |
| Minimum | 0 |
|---|---|
| Maximum | 15.001274 |
| Zeros | 75347 |
| Zeros (%) | 50.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15.001274 |
| Range | 15.001274 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6544108309 |
|---|---|
| Coefficient of variation (CV) | 10.98690281 |
| Kurtosis | 167.1352093 |
| Mean | 0.05956281238 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.44462196 |
| Sum | 4535.708163 |
| Variance | 0.4282535356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75347 | |
| 8.961455066 | 141 | 0.1% |
| 1.169725207 | 62 | < 0.1% |
| 1.494067668 | 43 | < 0.1% |
| 3.640612817 | 38 | < 0.1% |
| 8.788547571 | 30 | < 0.1% |
| 2.235641939 | 28 | < 0.1% |
| 2.604442436 | 27 | < 0.1% |
| 3.307989338 | 26 | < 0.1% |
| 1.861150816 | 25 | < 0.1% |
| Other values (42) | 383 | 0.3% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 75347 | |
| 1.169725207 | 62 | < 0.1% |
| 1.494067668 | 43 | < 0.1% |
| 1.861150816 | 25 | < 0.1% |
| 2.235641939 | 28 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.001274 | 1 | < 0.1% |
| 14.64753823 | 7 | |
| 12.0423874 | 9 | |
| 11.83344376 | 2 | < 0.1% |
| 11.61977833 | 1 | < 0.1% |
MV_Traf_Other_inc_v_Min
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001356417018 |
| Minimum | 0 |
|---|---|
| Maximum | 26.12871576 |
| Zeros | 148256 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 26.12871576 |
| Range | 26.12871576 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1380524084 |
|---|---|
| Coefficient of variation (CV) | 101.7772607 |
| Kurtosis | 21947.57054 |
| Mean | 0.001356417018 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 139.281333 |
| Sum | 201.1390104 |
| Variance | 0.01905846748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148256 | |
| 5.193045981 | 1 | < 0.1% |
| 1.693737607 | 1 | < 0.1% |
| 1.389568602 | 1 | < 0.1% |
| 3.104916052 | 1 | < 0.1% |
| 3.002348883 | 1 | < 0.1% |
| 1.001075172 | 1 | < 0.1% |
| 5.086654551 | 1 | < 0.1% |
| 2.640791516 | 1 | < 0.1% |
| 8.750555253 | 1 | < 0.1% |
| Other values (22) | 22 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148256 | |
| 1.001075172 | 1 | < 0.1% |
| 1.019533401 | 1 | < 0.1% |
| 1.043982701 | 1 | < 0.1% |
| 1.146683065 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.12871576 | 1 | |
| 24.73152134 | 1 | |
| 19.1343587 | 1 | |
| 18.76487593 | 1 | |
| 13.69452884 | 1 |
MV_Traf_omo_out_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 18520 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.00454561 |
| Minimum | 0 |
|---|---|
| Maximum | 76.4497056 |
| Zeros | 41053 |
| Zeros (%) | 27.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6.647538089 |
| Q3 | 17.10113688 |
| 95-th percentile | 30.83422812 |
| Maximum | 76.4497056 |
| Range | 76.4497056 |
| Interquartile range (IQR) | 17.10113688 |
Descriptive statistics
| Standard deviation | 10.62452102 |
|---|---|
| Coefficient of variation (CV) | 1.061969372 |
| Kurtosis | 0.1797141286 |
| Mean | 10.00454561 |
| Median Absolute Deviation (MAD) | 6.647538089 |
| Skewness | 0.9708298032 |
| Sum | 1483544.054 |
| Variance | 112.8804469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41053 | 27.4% |
| 1.000273218 | 265 | 0.2% |
| 1.043982701 | 190 | 0.1% |
| 1.055879654 | 177 | 0.1% |
| 1.138059476 | 172 | 0.1% |
| 1.001075172 | 171 | 0.1% |
| 1.004165221 | 170 | 0.1% |
| 1.038461046 | 169 | 0.1% |
| 1.06223072 | 169 | 0.1% |
| 1.049793044 | 166 | 0.1% |
| Other values (18510) | 105585 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 41053 | |
| 1.000273218 | 265 | 0.2% |
| 1.001075172 | 171 | 0.1% |
| 1.00238048 | 130 | 0.1% |
| 1.004165221 | 170 | 0.1% |
| Value | Count | Frequency (%) |
| 76.4497056 | 1 | |
| 73.84980823 | 1 | |
| 65.85767154 | 1 | |
| 62.58788776 | 1 | |
| 62.5367243 | 1 |
MV_Traf_pstn_out_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1897 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.526576079 |
| Minimum | 0 |
|---|---|
| Maximum | 38.55367926 |
| Zeros | 126106 |
| Zeros (%) | 84.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3.55804062 |
| Maximum | 38.55367926 |
| Range | 38.55367926 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.778187061 |
|---|---|
| Coefficient of variation (CV) | 3.376885377 |
| Kurtosis | 46.91130878 |
| Mean | 0.526576079 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.66141168 |
| Sum | 78084.38703 |
| Variance | 3.161949224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 126106 | |
| 1.015665812 | 324 | 0.2% |
| 1.012176694 | 240 | 0.2% |
| 1.006406835 | 171 | 0.1% |
| 1.068835007 | 151 | 0.1% |
| 1.019533401 | 148 | 0.1% |
| 1.004165221 | 142 | 0.1% |
| 1.00908403 | 139 | 0.1% |
| 1.038461046 | 138 | 0.1% |
| 1.043982701 | 135 | 0.1% |
| Other values (1887) | 20593 | 13.7% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 126106 | |
| 1.000273218 | 134 | 0.1% |
| 1.001075172 | 96 | 0.1% |
| 1.00238048 | 85 | 0.1% |
| 1.004165221 | 142 | 0.1% |
| Value | Count | Frequency (%) |
| 38.55367926 | 1 | |
| 37.28143474 | 1 | |
| 36.90563382 | 1 | |
| 36.5591675 | 1 | |
| 33.9039432 | 1 |
MV_net_total
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 17910 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.042950953 |
| Minimum | 0 |
|---|---|
| Maximum | 73.0284246 |
| Zeros | 79916 |
| Zeros (%) | 53.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5.750819605 |
| 95-th percentile | 18.85946224 |
| Maximum | 73.0284246 |
| Range | 73.0284246 |
| Interquartile range (IQR) | 5.750819605 |
Descriptive statistics
| Standard deviation | 6.569384463 |
|---|---|
| Coefficient of variation (CV) | 1.624898383 |
| Kurtosis | 4.541597937 |
| Mean | 4.042950953 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.05720371 |
| Sum | 599517.0679 |
| Variance | 43.15681223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 79916 | |
| 4.497536115 | 4803 | 3.2% |
| 1.604773951 | 4438 | 3.0% |
| 1.604273725 | 2300 | 1.5% |
| 5.750474527 | 1633 | 1.1% |
| 7.165976416 | 1335 | 0.9% |
| 2.46360592 | 1194 | 0.8% |
| 1.335206418 | 1010 | 0.7% |
| 2.463172916 | 802 | 0.5% |
| 5.750819605 | 715 | 0.5% |
| Other values (17900) | 50141 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 79916 | |
| 1.00000001 | 615 | 0.4% |
| 1.00000004 | 160 | 0.1% |
| 1.00000009 | 78 | 0.1% |
| 1.00000016 | 35 | < 0.1% |
| Value | Count | Frequency (%) |
| 73.0284246 | 1 | |
| 63.39728405 | 1 | |
| 61.56417651 | 1 | |
| 60.71486152 | 1 | |
| 51.7612385 | 1 |
MV_ot_Cont_v
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001479450054 |
| Minimum | 0 |
|---|---|
| Maximum | 8.921905742 |
| Zeros | 108532 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8.921905742 |
| Range | 8.921905742 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1148801407 |
|---|---|
| Coefficient of variation (CV) | 77.65057052 |
| Kurtosis | 6025.833333 |
| Mean | 0.001479450054 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.63840744 |
| Sum | 160.5943034 |
| Variance | 0.01319744674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108532 | |
| 8.921905742 | 18 | < 0.1% |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 108532 | |
| 8.921905742 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.921905742 | 18 | < 0.1% |
| 0 | 108532 |
MV_Traf_Cont_inc_s_Cnt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 525 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.31806626 |
| Minimum | 0 |
|---|---|
| Maximum | 89.75078226 |
| Zeros | 1794 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.26911687 |
| Q1 | 16.30392399 |
| median | 18.55320686 |
| Q3 | 20.84120984 |
| 95-th percentile | 25.06172065 |
| Maximum | 89.75078226 |
| Range | 89.75078226 |
| Interquartile range (IQR) | 4.537285841 |
Descriptive statistics
| Standard deviation | 4.729142312 |
|---|---|
| Coefficient of variation (CV) | 0.2581682065 |
| Kurtosis | 4.122422328 |
| Mean | 18.31806626 |
| Median Absolute Deviation (MAD) | 2.249282862 |
| Skewness | -0.7076380717 |
| Sum | 2716331.091 |
| Variance | 22.364787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.76365739 | 2513 | 1.7% |
| 17.20345623 | 2472 | 1.6% |
| 18.16556536 | 2437 | 1.6% |
| 18.42550908 | 2419 | 1.6% |
| 17.62631161 | 2417 | 1.6% |
| 18.2963085 | 2408 | 1.6% |
| 18.67944002 | 2398 | 1.6% |
| 18.55320686 | 2368 | 1.6% |
| 17.89928393 | 2364 | 1.6% |
| 17.34626355 | 2351 | 1.6% |
| Other values (515) | 124140 |
| Value | Count | Frequency (%) |
| 0 | 1794 | |
| 1.480453014 | 319 | 0.2% |
| 2.206948961 | 214 | 0.1% |
| 2.921812056 | 217 | 0.1% |
| 3.590290394 | 216 | 0.1% |
| Value | Count | Frequency (%) |
| 89.75078226 | 1 | |
| 58.75090063 | 1 | |
| 55.751092 | 1 | |
| 55.16176392 | 1 | |
| 51.64306561 | 2 |
MV_Traf_Cont_inc_v_Min
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 148287 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 148287 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148287 |
| Value | Count | Frequency (%) |
| 0 | 148287 |
MV_Traf_Roam_d_Mb
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1324 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2247323904 |
| Minimum | 0 |
|---|---|
| Maximum | 107.1775213 |
| Zeros | 146827 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 107.1775213 |
| Range | 107.1775213 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.552641211 |
|---|---|
| Coefficient of variation (CV) | 15.80831853 |
| Kurtosis | 374.4121632 |
| Mean | 0.2247323904 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.54923508 |
| Sum | 33324.89197 |
| Variance | 12.62125957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 146827 | |
| 1.008681995 | 33 | < 0.1% |
| 1.031829292 | 17 | < 0.1% |
| 1.066018642 | 9 | < 0.1% |
| 1.000000953 | 9 | < 0.1% |
| 1.532293655 | 8 | < 0.1% |
| 1.601541166 | 7 | < 0.1% |
| 1.21268304 | 7 | < 0.1% |
| 1.008848508 | 7 | < 0.1% |
| 1.1581032 | 6 | < 0.1% |
| Other values (1314) | 1357 | 0.9% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 146827 | |
| 1.000000001 | 1 | < 0.1% |
| 1.000000002 | 2 | < 0.1% |
| 1.000000005 | 1 | < 0.1% |
| 1.000000009 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 107.1775213 | 1 | |
| 104.3879384 | 1 | |
| 103.1060673 | 1 | |
| 101.1630469 | 1 | |
| 100.836108 | 1 |
MV_ARPU_3G_d_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 489 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5050879431 |
| Minimum | 0 |
|---|---|
| Maximum | 48.33437369 |
| Zeros | 139017 |
| Zeros (%) | 92.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.497536115 |
| Maximum | 48.33437369 |
| Range | 48.33437369 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.37390027 |
|---|---|
| Coefficient of variation (CV) | 4.699974138 |
| Kurtosis | 55.82809165 |
| Mean | 0.5050879431 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.593661054 |
| Sum | 74897.97582 |
| Variance | 5.635402493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 139017 | |
| 4.497536115 | 4254 | 2.8% |
| 7.165976416 | 1325 | 0.9% |
| 9.181785673 | 658 | 0.4% |
| 10.81975628 | 377 | 0.3% |
| 12.20938997 | 254 | 0.2% |
| 5.750474527 | 197 | 0.1% |
| 13.42201696 | 171 | 0.1% |
| 4.497939569 | 155 | 0.1% |
| 14.50136545 | 133 | 0.1% |
| Other values (479) | 1746 | 1.2% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 139017 | |
| 1.073740864 | 1 | < 0.1% |
| 1.138982946 | 1 | < 0.1% |
| 1.145865559 | 1 | < 0.1% |
| 1.333779266 | 32 | < 0.1% |
| Value | Count | Frequency (%) |
| 48.33437369 | 1 | |
| 45.72498732 | 1 | |
| 44.75633436 | 1 | |
| 43.46457927 | 1 | |
| 43.03543447 | 1 |
MV_dou_4G_d
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.837996663 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 56424 |
| Zeros (%) | 37.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 9.354248899 |
| Q3 | 12.79226812 |
| 95-th percentile | 13.01132535 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 12.79226812 |
Descriptive statistics
| Standard deviation | 5.873338904 |
|---|---|
| Coefficient of variation (CV) | 0.8589268456 |
| Kurtosis | -1.842133961 |
| Mean | 6.837996663 |
| Median Absolute Deviation (MAD) | 3.657076449 |
| Skewness | -0.1743234254 |
| Sum | 1013986.011 |
| Variance | 34.49610988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 56424 | |
| 13.01132535 | 28244 | |
| 12.79226812 | 11669 | 7.8% |
| 12.56814363 | 7436 | 5.0% |
| 12.33868121 | 5303 | 3.5% |
| 12.1035869 | 4133 | 2.8% |
| 11.86254065 | 3377 | 2.3% |
| 11.61519305 | 2712 | 1.8% |
| 11.36116158 | 2324 | 1.5% |
| 1.480453014 | 2025 | 1.4% |
| Other values (22) | 24640 |
| Value | Count | Frequency (%) |
| 0 | 56424 | |
| 1.480453014 | 2025 | 1.4% |
| 2.206948961 | 1637 | 1.1% |
| 2.921812056 | 1210 | 0.8% |
| 3.590290394 | 1080 | 0.7% |
| Value | Count | Frequency (%) |
| 13.01132535 | 28244 | |
| 12.79226812 | 11669 | |
| 12.56814363 | 7436 | 5.0% |
| 12.33868121 | 5303 | 3.5% |
| 12.1035869 | 4133 | 2.8% |
MV_ARPU_4G_d_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 944 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.243658453 |
| Minimum | 0 |
|---|---|
| Maximum | 49.52303628 |
| Zeros | 127375 |
| Zeros (%) | 84.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9.181785673 |
| Maximum | 49.52303628 |
| Range | 49.52303628 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.767599423 |
|---|---|
| Coefficient of variation (CV) | 3.029448651 |
| Kurtosis | 19.78206203 |
| Mean | 1.243658453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.039116428 |
| Sum | 184418.381 |
| Variance | 14.19480541 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 127375 | |
| 4.497536115 | 8808 | 5.9% |
| 7.165976416 | 2968 | 2.0% |
| 9.181785673 | 1563 | 1.0% |
| 10.81975628 | 1117 | 0.7% |
| 12.20938997 | 709 | 0.5% |
| 13.42201696 | 485 | 0.3% |
| 14.50136545 | 373 | 0.2% |
| 5.750474527 | 345 | 0.2% |
| 15.47632245 | 258 | 0.2% |
| Other values (934) | 4286 | 2.9% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 127375 | |
| 1.021140637 | 1 | < 0.1% |
| 1.090998116 | 1 | < 0.1% |
| 1.106834 | 1 | < 0.1% |
| 1.136933423 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.52303628 | 1 | |
| 48.7937441 | 1 | |
| 48.17831622 | 1 | |
| 47.63198402 | 1 | |
| 47.37432159 | 1 |
MV_AP_total
Real number (ℝ)
MISSING 
| Distinct | 1243 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.70450351 |
| Minimum | 0 |
|---|---|
| Maximum | 52.0058079 |
| Zeros | 437 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15.3436809 |
| Q1 | 21.74906374 |
| median | 22.47711246 |
| Q3 | 25.29596072 |
| 95-th percentile | 29.33036315 |
| Maximum | 52.0058079 |
| Range | 52.0058079 |
| Interquartile range (IQR) | 3.546896982 |
Descriptive statistics
| Standard deviation | 5.134309713 |
|---|---|
| Coefficient of variation (CV) | 0.2261361809 |
| Kurtosis | 5.042187334 |
| Mean | 22.70450351 |
| Median Absolute Deviation (MAD) | 1.950075519 |
| Skewness | -1.192514499 |
| Sum | 1728947.942 |
| Variance | 26.36113623 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.74906374 | 11589 | 7.7% |
| 29.33036315 | 8978 | 6.0% |
| 22.47711246 | 6520 | 4.3% |
| 23.16295481 | 6512 | 4.3% |
| 22.11876484 | 5601 | 3.7% |
| 24.1232528 | 3819 | 2.5% |
| 20.13969538 | 3748 | 2.5% |
| 15.3436809 | 3671 | 2.4% |
| 20.13960725 | 3045 | 2.0% |
| 25.57253549 | 2336 | 1.6% |
| Other values (1233) | 20331 | 13.6% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 437 | |
| 1.000018411 | 86 | 0.1% |
| 1.000055831 | 8 | < 0.1% |
| 1.000060369 | 36 | < 0.1% |
| 1.000073329 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 52.0058079 | 1 | |
| 51.55653744 | 1 | |
| 49.52317562 | 1 | |
| 48.99931518 | 1 | |
| 47.19852582 | 1 |
MV_ot_R_sm
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 108550 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 108550 | |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 108550 |
| Value | Count | Frequency (%) |
| 0 | 108550 |
MV_ARPU_Cont_out_s_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 260 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07985287148 |
| Minimum | 0 |
|---|---|
| Maximum | 35.62761492 |
| Zeros | 145138 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 35.62761492 |
| Range | 35.62761492 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8901174197 |
|---|---|
| Coefficient of variation (CV) | 11.14696821 |
| Kurtosis | 416.4289857 |
| Mean | 0.07985287148 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.59271795 |
| Sum | 11841.14275 |
| Variance | 0.7923090209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145138 | |
| 1.335271319 | 1224 | 0.8% |
| 1.889929983 | 434 | 0.3% |
| 3.695661629 | 177 | 0.1% |
| 2.463678086 | 117 | 0.1% |
| 1.109485035 | 81 | 0.1% |
| 1.164401954 | 74 | < 0.1% |
| 5.987051394 | 60 | < 0.1% |
| 7.771718349 | 48 | < 0.1% |
| 1.148322296 | 48 | < 0.1% |
| Other values (250) | 886 | 0.6% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 145138 | |
| 1.109485035 | 81 | 0.1% |
| 1.148322296 | 48 | < 0.1% |
| 1.164401954 | 74 | < 0.1% |
| 1.334752185 | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.62761492 | 1 | |
| 29.73161829 | 1 | |
| 29.41163785 | 1 | |
| 29.08360098 | 1 | |
| 29.0835798 | 1 |
MV_ARPU_Cont_out_v_Traf
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006764166231 |
| Minimum | 0 |
|---|---|
| Maximum | 33.39309949 |
| Zeros | 148117 |
| Zeros (%) | 98.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 33.39309949 |
| Range | 33.39309949 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2766706919 |
|---|---|
| Coefficient of variation (CV) | 40.90240873 |
| Kurtosis | 4353.399497 |
| Mean | 0.006764166231 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 59.03662638 |
| Sum | 1003.037918 |
| Variance | 0.07654667177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148117 | |
| 1.962050544 | 10 | < 0.1% |
| 3.336607421 | 9 | < 0.1% |
| 2.369268471 | 6 | < 0.1% |
| 6.989446531 | 4 | < 0.1% |
| 8.089361552 | 4 | < 0.1% |
| 2.569415055 | 4 | < 0.1% |
| 3.696933124 | 3 | < 0.1% |
| 4.210879784 | 3 | < 0.1% |
| 6.378306784 | 3 | < 0.1% |
| Other values (106) | 124 | 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148117 | |
| 1.059022846 | 1 | < 0.1% |
| 1.064408928 | 1 | < 0.1% |
| 1.067147458 | 1 | < 0.1% |
| 1.072791017 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 33.39309949 | 1 | |
| 25.97033408 | 1 | |
| 23.82401074 | 1 | |
| 20.92892533 | 1 | |
| 20.49060791 | 1 |
MV_DOU_AP
Real number (ℝ)
MISSING 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.58926861 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 1.480453014 |
| Q3 | 1.480453014 |
| 95-th percentile | 2.206948961 |
| Maximum | 13.01132535 |
| Range | 11.53087233 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8182434312 |
|---|---|
| Coefficient of variation (CV) | 0.5148553404 |
| Kurtosis | 141.7627183 |
| Mean | 1.58926861 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.47235883 |
| Sum | 121022.8047 |
| Variance | 0.6695223128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 71783 | |
| 2.206948961 | 3417 | 2.3% |
| 2.921812056 | 221 | 0.1% |
| 13.01132535 | 155 | 0.1% |
| 3.590290394 | 61 | < 0.1% |
| 5.827795843 | 41 | < 0.1% |
| 4.210401996 | 40 | < 0.1% |
| 12.79226812 | 36 | < 0.1% |
| 6.30189811 | 32 | < 0.1% |
| 4.786566308 | 30 | < 0.1% |
| Other values (21) | 334 | 0.2% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 1.480453014 | 71783 | |
| 2.206948961 | 3417 | 2.3% |
| 2.921812056 | 221 | 0.1% |
| 3.590290394 | 61 | < 0.1% |
| 4.210401996 | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 13.01132535 | 155 | |
| 12.79226812 | 36 | < 0.1% |
| 12.56814363 | 17 | < 0.1% |
| 12.33868121 | 5 | < 0.1% |
| 12.1035869 | 17 | < 0.1% |
MV_ot_Unkn
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.009983268438 |
| Minimum | 0 |
|---|---|
| Maximum | 61.53413636 |
| Zeros | 108508 |
| Zeros (%) | 72.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 61.53413636 |
| Range | 61.53413636 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5394858834 |
|---|---|
| Coefficient of variation (CV) | 54.03900404 |
| Kurtosis | 4631.984319 |
| Mean | 0.009983268438 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 62.74164909 |
| Sum | 1083.683789 |
| Variance | 0.2910450184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108508 | |
| 20.13969538 | 19 | < 0.1% |
| 28.91644607 | 9 | < 0.1% |
| 23.81164265 | 6 | < 0.1% |
| 32.56892666 | 3 | < 0.1% |
| 37.83625339 | 2 | < 0.1% |
| 7.485597097 | 1 | < 0.1% |
| 55.51268609 | 1 | < 0.1% |
| 61.53413636 | 1 | < 0.1% |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 108508 | |
| 7.485597097 | 1 | < 0.1% |
| 20.13969538 | 19 | < 0.1% |
| 23.81164265 | 6 | < 0.1% |
| 28.91644607 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.53413636 | 1 | < 0.1% |
| 55.51268609 | 1 | < 0.1% |
| 37.83625339 | 2 | < 0.1% |
| 32.56892666 | 3 | < 0.1% |
| 28.91644607 | 9 |
MV_ot_Roam_d
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002307894433 |
| Minimum | 0 |
|---|---|
| Maximum | 39.88749886 |
| Zeros | 108532 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 39.88749886 |
| Range | 39.88749886 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2378135089 |
|---|---|
| Coefficient of variation (CV) | 103.0434952 |
| Kurtosis | 17386.3944 |
| Mean | 0.002307894433 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 127.6662631 |
| Sum | 250.5219407 |
| Variance | 0.056555265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108532 | |
| 28.91640317 | 5 | < 0.1% |
| 6.053643678 | 4 | < 0.1% |
| 4.770033037 | 2 | < 0.1% |
| 5.865060001 | 2 | < 0.1% |
| 5.876350628 | 1 | < 0.1% |
| 39.88749886 | 1 | < 0.1% |
| 4.38368446 | 1 | < 0.1% |
| 5.034002154 | 1 | < 0.1% |
| 5.273627995 | 1 | < 0.1% |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 108532 | |
| 4.38368446 | 1 | < 0.1% |
| 4.770033037 | 2 | < 0.1% |
| 5.034002154 | 1 | < 0.1% |
| 5.273627995 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 39.88749886 | 1 | < 0.1% |
| 28.91640317 | 5 | |
| 6.053643678 | 4 | |
| 5.876350628 | 1 | < 0.1% |
| 5.865060001 | 2 | < 0.1% |
MV_Traf_R_inc_v_Min
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 459 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02669274053 |
| Minimum | 0 |
|---|---|
| Maximum | 35.00115859 |
| Zeros | 147662 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 35.00115859 |
| Range | 35.00115859 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5480992015 |
|---|---|
| Coefficient of variation (CV) | 20.53364288 |
| Kurtosis | 869.5637398 |
| Mean | 0.02669274053 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.05304555 |
| Sum | 3958.186415 |
| Variance | 0.3004127347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 147662 | |
| 1.155466029 | 7 | < 0.1% |
| 1.121317553 | 7 | < 0.1% |
| 1.043982701 | 6 | < 0.1% |
| 1.585941017 | 6 | < 0.1% |
| 1.182708386 | 5 | < 0.1% |
| 1.006406835 | 5 | < 0.1% |
| 1.669631786 | 4 | < 0.1% |
| 1.334644053 | 4 | < 0.1% |
| 1.097577944 | 4 | < 0.1% |
| Other values (449) | 577 | 0.4% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 147662 | |
| 1.000273218 | 2 | < 0.1% |
| 1.001075172 | 1 | < 0.1% |
| 1.00238048 | 2 | < 0.1% |
| 1.004165221 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.00115859 | 1 | |
| 28.76661173 | 1 | |
| 28.1614996 | 1 | |
| 24.59640995 | 1 | |
| 23.39968179 | 1 |
MV_ap_2G_d
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 76150 |
| Zeros (%) | 50.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 76150 | |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
MV_Traf_mn_inc_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 8274 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.042175472 |
| Minimum | 0 |
|---|---|
| Maximum | 71.59095229 |
| Zeros | 121834 |
| Zeros (%) | 81.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15.42760648 |
| Maximum | 71.59095229 |
| Range | 71.59095229 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.443491673 |
|---|---|
| Coefficient of variation (CV) | 3.155209609 |
| Kurtosis | 20.50385747 |
| Mean | 2.042175472 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.212000698 |
| Sum | 302828.0743 |
| Variance | 41.51858493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121834 | |
| 1.000273218 | 1336 | 0.9% |
| 1.001075172 | 393 | 0.3% |
| 1.049793044 | 173 | 0.1% |
| 1.055879654 | 127 | 0.1% |
| 1.00238048 | 121 | 0.1% |
| 1.07568182 | 95 | 0.1% |
| 1.06223072 | 89 | 0.1% |
| 1.043982701 | 88 | 0.1% |
| 1.164401954 | 75 | 0.1% |
| Other values (8264) | 23956 | 16.0% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 121834 | |
| 1.000273218 | 1336 | 0.9% |
| 1.001075172 | 393 | 0.3% |
| 1.00238048 | 121 | 0.1% |
| 1.004165221 | 57 | < 0.1% |
| Value | Count | Frequency (%) |
| 71.59095229 | 1 | |
| 71.01462688 | 1 | |
| 69.89753806 | 1 | |
| 68.86957137 | 1 | |
| 68.85904307 | 1 |
MV_dou_3G_d
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.750928463 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 51933 |
| Zeros (%) | 34.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.590290394 |
| Q3 | 8.687248223 |
| 95-th percentile | 12.79226812 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 8.687248223 |
Descriptive statistics
| Standard deviation | 4.580053059 |
|---|---|
| Coefficient of variation (CV) | 0.9640332609 |
| Kurtosis | -1.272471408 |
| Mean | 4.750928463 |
| Median Absolute Deviation (MAD) | 3.590290394 |
| Skewness | 0.4256771418 |
| Sum | 704500.929 |
| Variance | 20.97688602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 51933 | |
| 2.206948961 | 6821 | 4.5% |
| 13.01132535 | 6527 | 4.4% |
| 1.480453014 | 6520 | 4.3% |
| 2.921812056 | 4948 | 3.3% |
| 3.590290394 | 4827 | 3.2% |
| 4.210401996 | 4154 | 2.8% |
| 4.786566308 | 3970 | 2.6% |
| 5.324077125 | 3766 | 2.5% |
| 5.827795843 | 3656 | 2.4% |
| Other values (22) | 51165 |
| Value | Count | Frequency (%) |
| 0 | 51933 | |
| 1.480453014 | 6520 | 4.3% |
| 2.206948961 | 6821 | 4.5% |
| 2.921812056 | 4948 | 3.3% |
| 3.590290394 | 4827 | 3.2% |
| Value | Count | Frequency (%) |
| 13.01132535 | 6527 | |
| 12.79226812 | 2231 | 1.5% |
| 12.56814363 | 1847 | 1.2% |
| 12.33868121 | 1741 | 1.2% |
| 12.1035869 | 1633 | 1.1% |
MV_ap_Roam_d
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 76150 |
| Zeros (%) | 50.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 76150 | |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
MV_ot_4G_d
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1214 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.683182159 |
| Minimum | 0 |
|---|---|
| Maximum | 42.8656603 |
| Zeros | 79525 |
| Zeros (%) | 53.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 12.97483213 |
| 95-th percentile | 25.34128146 |
| Maximum | 42.8656603 |
| Range | 42.8656603 |
| Interquartile range (IQR) | 12.97483213 |
Descriptive statistics
| Standard deviation | 9.727171113 |
|---|---|
| Coefficient of variation (CV) | 1.711571236 |
| Kurtosis | -0.3022613527 |
| Mean | 5.683182159 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.222287833 |
| Sum | 616909.4233 |
| Variance | 94.61785787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 79525 | |
| 21.66858662 | 5958 | 4.0% |
| 21.55449686 | 4092 | 2.7% |
| 25.34128146 | 3730 | 2.5% |
| 19.84963616 | 3120 | 2.1% |
| 19.71234526 | 1179 | 0.8% |
| 23.40263821 | 1168 | 0.8% |
| 9.449100758 | 903 | 0.6% |
| 21.76718399 | 866 | 0.6% |
| 23.53093806 | 604 | 0.4% |
| Other values (1204) | 7405 | 4.9% |
| (Missing) | 41450 |
| Value | Count | Frequency (%) |
| 0 | 79525 | |
| 1.000029814 | 2 | < 0.1% |
| 1.000049323 | 8 | < 0.1% |
| 1.000054671 | 6 | < 0.1% |
| 1.000055876 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.8656603 | 1 | |
| 42.5155642 | 1 | |
| 41.31165263 | 1 | |
| 41.19661348 | 1 | |
| 41.05817777 | 1 |
MV_ARPU_pstn_out_v_Traf
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 291 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03053501682 |
| Minimum | 0 |
|---|---|
| Maximum | 22.06956039 |
| Zeros | 146706 |
| Zeros (%) | 97.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 22.06956039 |
| Range | 22.06956039 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3844333361 |
|---|---|
| Coefficient of variation (CV) | 12.58991728 |
| Kurtosis | 559.6367802 |
| Mean | 0.03053501682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.10941157 |
| Sum | 4527.94604 |
| Variance | 0.1477889899 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 146706 | |
| 1.148322296 | 143 | 0.1% |
| 1.438882091 | 109 | 0.1% |
| 1.773305234 | 77 | 0.1% |
| 1.14874172 | 62 | < 0.1% |
| 1.334752185 | 60 | < 0.1% |
| 1.147903236 | 51 | < 0.1% |
| 1.604773951 | 51 | < 0.1% |
| 1.439975299 | 50 | < 0.1% |
| 1.437789342 | 47 | < 0.1% |
| Other values (281) | 931 | 0.6% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 146706 | |
| 1.109437505 | 36 | < 0.1% |
| 1.147903236 | 51 | < 0.1% |
| 1.148322296 | 143 | 0.1% |
| 1.14874172 | 62 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.06956039 | 1 | |
| 19.22673277 | 1 | |
| 17.67503531 | 1 | |
| 17.41228131 | 1 | |
| 17.09154348 | 1 |
MV_ARPU_innet_out_s_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 448 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2940130437 |
| Minimum | 0 |
|---|---|
| Maximum | 50.39643032 |
| Zeros | 130989 |
| Zeros (%) | 87.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.604773951 |
| Maximum | 50.39643032 |
| Range | 50.39643032 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.06066453 |
|---|---|
| Coefficient of variation (CV) | 3.607542428 |
| Kurtosis | 117.8974824 |
| Mean | 0.2940130437 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.553465196 |
| Sum | 43598.31222 |
| Variance | 1.125009245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 130989 | |
| 1.604773951 | 6026 | 4.0% |
| 1.604273725 | 3734 | 2.5% |
| 2.46360592 | 1623 | 1.1% |
| 2.462595556 | 1138 | 0.8% |
| 3.281747174 | 665 | 0.4% |
| 3.280346311 | 554 | 0.4% |
| 4.032641655 | 354 | 0.2% |
| 4.030932259 | 275 | 0.2% |
| 4.720691116 | 231 | 0.2% |
| Other values (438) | 2698 | 1.8% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 130989 | |
| 1.020764909 | 1 | < 0.1% |
| 1.02081484 | 1 | < 0.1% |
| 1.021015075 | 1 | < 0.1% |
| 1.021216128 | 207 | 0.1% |
| Value | Count | Frequency (%) |
| 50.39643032 | 1 | |
| 32.48368551 | 1 | |
| 31.54545051 | 1 | |
| 31.3742659 | 1 | |
| 29.79089495 | 1 |
MV_ARPU_mn_out_s_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 61 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08673060965 |
| Minimum | 0 |
|---|---|
| Maximum | 39.25779828 |
| Zeros | 145075 |
| Zeros (%) | 96.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 39.25779828 |
| Range | 39.25779828 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7418052832 |
|---|---|
| Coefficient of variation (CV) | 8.552981308 |
| Kurtosis | 376.2424393 |
| Mean | 0.08673060965 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.43953359 |
| Sum | 12861.02191 |
| Variance | 0.5502750781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145075 | |
| 2.463172916 | 1992 | 1.3% |
| 4.0319091 | 521 | 0.3% |
| 5.353447327 | 224 | 0.1% |
| 6.488016529 | 135 | 0.1% |
| 7.484120594 | 72 | < 0.1% |
| 8.374312464 | 55 | < 0.1% |
| 9.180868636 | 34 | < 0.1% |
| 9.919602944 | 26 | < 0.1% |
| 11.83177837 | 17 | < 0.1% |
| Other values (51) | 136 | 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 145075 | |
| 1.327631433 | 1 | < 0.1% |
| 2.460502425 | 1 | < 0.1% |
| 2.463172916 | 1992 | 1.3% |
| 2.795990511 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 39.25779828 | 1 | < 0.1% |
| 33.16008028 | 1 | < 0.1% |
| 31.18622339 | 1 | < 0.1% |
| 28.0885119 | 1 | < 0.1% |
| 27.39806217 | 3 |
MV_Traf_inc_s_Cnt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 372 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.675926115 |
| Minimum | 0 |
|---|---|
| Maximum | 77.68775542 |
| Zeros | 42768 |
| Zeros (%) | 28.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.206948961 |
| Q3 | 5.324077125 |
| 95-th percentile | 11.86254065 |
| Maximum | 77.68775542 |
| Range | 77.68775542 |
| Interquartile range (IQR) | 5.324077125 |
Descriptive statistics
| Standard deviation | 4.257064475 |
|---|---|
| Coefficient of variation (CV) | 1.158093047 |
| Kurtosis | 10.37978531 |
| Mean | 3.675926115 |
| Median Absolute Deviation (MAD) | 2.206948961 |
| Skewness | 2.303468811 |
| Sum | 545092.0558 |
| Variance | 18.12259794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42768 | |
| 1.480453014 | 18950 | |
| 2.206948961 | 14562 | 9.7% |
| 2.921812056 | 10757 | 7.2% |
| 3.590290394 | 8858 | 5.9% |
| 4.210401996 | 6810 | 4.5% |
| 4.786566308 | 5762 | 3.8% |
| 5.324077125 | 4729 | 3.2% |
| 5.827795843 | 3958 | 2.6% |
| 6.30189811 | 3326 | 2.2% |
| Other values (362) | 27807 |
| Value | Count | Frequency (%) |
| 0 | 42768 | |
| 1.480453014 | 18950 | |
| 2.206948961 | 14562 | 9.7% |
| 2.921812056 | 10757 | 7.2% |
| 3.590290394 | 8858 | 5.9% |
| Value | Count | Frequency (%) |
| 77.68775542 | 1 | |
| 63.71044203 | 1 | |
| 60.63974802 | 1 | |
| 60.05590426 | 1 | |
| 58.91000272 | 1 |
MV_Traf_mn_out_s_Cnt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 51 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05949094102 |
| Minimum | 0 |
|---|---|
| Maximum | 29.43788973 |
| Zeros | 144625 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 29.43788973 |
| Range | 29.43788973 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5002511514 |
|---|---|
| Coefficient of variation (CV) | 8.408862641 |
| Kurtosis | 558.5302893 |
| Mean | 0.05949094102 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.17325106 |
| Sum | 8821.733171 |
| Variance | 0.2502512145 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 144625 | |
| 1.480453014 | 2200 | 1.5% |
| 2.206948961 | 617 | 0.4% |
| 2.921812056 | 277 | 0.2% |
| 3.590290394 | 164 | 0.1% |
| 4.210401996 | 96 | 0.1% |
| 4.786566308 | 61 | < 0.1% |
| 5.324077125 | 42 | < 0.1% |
| 5.827795843 | 33 | < 0.1% |
| 6.30189811 | 22 | < 0.1% |
| Other values (41) | 150 | 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 144625 | |
| 1.480453014 | 2200 | 1.5% |
| 2.206948961 | 617 | 0.4% |
| 2.921812056 | 277 | 0.2% |
| 3.590290394 | 164 | 0.1% |
| Value | Count | Frequency (%) |
| 29.43788973 | 1 | |
| 26.50104569 | 1 | |
| 24.69289163 | 1 | |
| 24.23511437 | 1 | |
| 22.83532932 | 1 |
MV_ARPU_innet_inc_v_Traf
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 148287 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 148287 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148287 |
| Value | Count | Frequency (%) |
| 0 | 148287 |
MV_ap_inc_v
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 76150 |
| Zeros (%) | 50.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 76150 | |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
MV_Traf_R_out_s_Cnt
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005759636548 |
| Minimum | 0 |
|---|---|
| Maximum | 25.56022182 |
| Zeros | 148067 |
| Zeros (%) | 98.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 25.56022182 |
| Range | 25.56022182 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2247110804 |
|---|---|
| Coefficient of variation (CV) | 39.01480216 |
| Kurtosis | 5935.085716 |
| Mean | 0.005759636548 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 67.96261182 |
| Sum | 854.0792247 |
| Variance | 0.05049506966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148067 | |
| 1.480453014 | 99 | 0.1% |
| 2.206948961 | 32 | < 0.1% |
| 2.921812056 | 19 | < 0.1% |
| 3.590290394 | 14 | < 0.1% |
| 4.786566308 | 6 | < 0.1% |
| 5.324077125 | 5 | < 0.1% |
| 4.210401996 | 5 | < 0.1% |
| 6.749901739 | 4 | < 0.1% |
| 8.687248223 | 3 | < 0.1% |
| Other values (24) | 33 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148067 | |
| 1.480453014 | 99 | 0.1% |
| 2.206948961 | 32 | < 0.1% |
| 2.921812056 | 19 | < 0.1% |
| 3.590290394 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.56022182 | 1 | |
| 25.49022445 | 1 | |
| 24.9155146 | 1 | |
| 23.43157574 | 1 | |
| 22.20759244 | 1 |
MV_Traf_innet_inc_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 46107 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.67632679 |
| Minimum | 0 |
|---|---|
| Maximum | 91.13113805 |
| Zeros | 13501 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.95320784 |
| median | 24.20267679 |
| Q3 | 35.28270602 |
| 95-th percentile | 48.61375853 |
| Maximum | 91.13113805 |
| Range | 91.13113805 |
| Interquartile range (IQR) | 24.32949818 |
Descriptive statistics
| Standard deviation | 15.42333262 |
|---|---|
| Coefficient of variation (CV) | 0.6514242159 |
| Kurtosis | -0.8389233407 |
| Mean | 23.67632679 |
| Median Absolute Deviation (MAD) | 12.01767529 |
| Skewness | 0.1033650094 |
| Sum | 3510891.471 |
| Variance | 237.879189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13501 | 9.0% |
| 1.043982701 | 79 | 0.1% |
| 1.038461046 | 75 | 0.1% |
| 1.06223072 | 71 | < 0.1% |
| 1.113213566 | 69 | < 0.1% |
| 1.068835007 | 69 | < 0.1% |
| 1.105297684 | 67 | < 0.1% |
| 1.090062766 | 67 | < 0.1% |
| 1.028336778 | 67 | < 0.1% |
| 1.07568182 | 64 | < 0.1% |
| Other values (46097) | 134158 | |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 13501 | |
| 1.000273218 | 22 | < 0.1% |
| 1.001075172 | 23 | < 0.1% |
| 1.00238048 | 27 | < 0.1% |
| 1.004165221 | 38 | < 0.1% |
| Value | Count | Frequency (%) |
| 91.13113805 | 1 | |
| 89.57184284 | 1 | |
| 88.56290505 | 1 | |
| 86.64979858 | 1 | |
| 82.76683218 | 1 |
MV_ot_inc_v
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 108550 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 108550 | |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 108550 |
| Value | Count | Frequency (%) |
| 0 | 108550 |
MV_ARPU_innet_out_v_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2451 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.427719277 |
| Minimum | 0 |
|---|---|
| Maximum | 43.93276082 |
| Zeros | 120817 |
| Zeros (%) | 80.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9.181785673 |
| Maximum | 43.93276082 |
| Range | 43.93276082 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.806396506 |
|---|---|
| Coefficient of variation (CV) | 2.66606788 |
| Kurtosis | 13.10369834 |
| Mean | 1.427719277 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.37548149 |
| Sum | 211712.2084 |
| Variance | 14.48865436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120817 | |
| 5.750474527 | 4016 | 2.7% |
| 5.750819605 | 3421 | 2.3% |
| 4.497536115 | 1480 | 1.0% |
| 1.00000001 | 1259 | 0.8% |
| 8.921399697 | 1207 | 0.8% |
| 8.921872006 | 1110 | 0.7% |
| 1.335206418 | 914 | 0.6% |
| 11.23860936 | 589 | 0.4% |
| 7.165976416 | 565 | 0.4% |
| Other values (2441) | 12909 | 8.6% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 120817 | |
| 1.00000001 | 1259 | 0.8% |
| 1.00000004 | 299 | 0.2% |
| 1.00000009 | 158 | 0.1% |
| 1.00000016 | 77 | 0.1% |
| Value | Count | Frequency (%) |
| 43.93276082 | 1 | |
| 41.29719138 | 1 | |
| 38.40792164 | 1 | |
| 38.00896457 | 1 | |
| 37.0444776 | 1 |
MV_ot_pstn_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 989 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2622202689 |
| Minimum | 0 |
|---|---|
| Maximum | 1.169513326 |
| Zeros | 80176 |
| Zeros (%) | 53.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.000157511 |
| 95-th percentile | 1.006640557 |
| Maximum | 1.169513326 |
| Range | 1.169513326 |
| Interquartile range (IQR) | 1.000157511 |
Descriptive statistics
| Standard deviation | 0.4407968729 |
|---|---|
| Coefficient of variation (CV) | 1.681017546 |
| Kurtosis | -0.8198858567 |
| Mean | 0.2622202689 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.086236143 |
| Sum | 28464.01019 |
| Variance | 0.1943018832 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 80176 | |
| 1.006640557 | 6111 | 4.1% |
| 1.000250495 | 4094 | 2.7% |
| 1.001331078 | 3788 | 2.5% |
| 1.000215388 | 3134 | 2.1% |
| 1.004318372 | 1192 | 0.8% |
| 1.005317679 | 1191 | 0.8% |
| 1.00019548 | 922 | 0.6% |
| 1.002112908 | 887 | 0.6% |
| 1.000678986 | 622 | 0.4% |
| Other values (979) | 6433 | 4.3% |
| (Missing) | 41450 |
| Value | Count | Frequency (%) |
| 0 | 80176 | |
| 1 | 1 | < 0.1% |
| 1 | 23 | < 0.1% |
| 1 | 3 | < 0.1% |
| 1 | 32 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.169513326 | 1 | < 0.1% |
| 1.151535721 | 2 | < 0.1% |
| 1.125194048 | 2 | < 0.1% |
| 1.114376758 | 1 | < 0.1% |
| 1.103593287 | 9 |
MV_dou_data
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.752862718 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 30341 |
| Zeros (%) | 20.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.921812056 |
| median | 12.1035869 |
| Q3 | 13.01132535 |
| 95-th percentile | 13.01132535 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 10.08951329 |
Descriptive statistics
| Standard deviation | 5.318883422 |
|---|---|
| Coefficient of variation (CV) | 0.6076735799 |
| Kurtosis | -1.147038232 |
| Mean | 8.752862718 |
| Median Absolute Deviation (MAD) | 0.9077384503 |
| Skewness | -0.7914704847 |
| Sum | 1297935.754 |
| Variance | 28.29052086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.01132535 | 53124 | |
| 0 | 30341 | |
| 12.79226812 | 9017 | 6.0% |
| 12.56814363 | 5844 | 3.9% |
| 12.33868121 | 4452 | 3.0% |
| 12.1035869 | 3640 | 2.4% |
| 1.480453014 | 3608 | 2.4% |
| 11.86254065 | 3169 | 2.1% |
| 11.61519305 | 2507 | 1.7% |
| 2.206948961 | 2455 | 1.6% |
| Other values (22) | 30130 |
| Value | Count | Frequency (%) |
| 0 | 30341 | |
| 1.480453014 | 3608 | 2.4% |
| 2.206948961 | 2455 | 1.6% |
| 2.921812056 | 1755 | 1.2% |
| 3.590290394 | 1499 | 1.0% |
| Value | Count | Frequency (%) |
| 13.01132535 | 53124 | |
| 12.79226812 | 9017 | 6.0% |
| 12.56814363 | 5844 | 3.9% |
| 12.33868121 | 4452 | 3.0% |
| 12.1035869 | 3640 | 2.4% |
MV_dou_mn_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1353935235 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 140861 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.480453014 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7286355444 |
|---|---|
| Coefficient of variation (CV) | 5.381612985 |
| Kurtosis | 74.83342487 |
| Mean | 0.1353935235 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.711060718 |
| Sum | 20077.09943 |
| Variance | 0.5309097565 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 140861 | |
| 1.480453014 | 3822 | 2.5% |
| 2.206948961 | 1133 | 0.8% |
| 2.921812056 | 655 | 0.4% |
| 3.590290394 | 413 | 0.3% |
| 4.210401996 | 300 | 0.2% |
| 4.786566308 | 245 | 0.2% |
| 5.324077125 | 171 | 0.1% |
| 5.827795843 | 136 | 0.1% |
| 6.749901739 | 101 | 0.1% |
| Other values (21) | 450 | 0.3% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 140861 | |
| 1.480453014 | 3822 | 2.5% |
| 2.206948961 | 1133 | 0.8% |
| 2.921812056 | 655 | 0.4% |
| 3.590290394 | 413 | 0.3% |
| Value | Count | Frequency (%) |
| 13.01132535 | 7 | |
| 12.79226812 | 3 | |
| 12.33868121 | 4 | |
| 12.1035869 | 3 | |
| 11.86254065 | 3 |
MV_ot_s
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 218 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02227410136 |
| Minimum | 0 |
|---|---|
| Maximum | 1.939144374 |
| Zeros | 106138 |
| Zeros (%) | 70.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.939144374 |
| Range | 1.939144374 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1478079061 |
|---|---|
| Coefficient of variation (CV) | 6.635863945 |
| Kurtosis | 40.24028463 |
| Mean | 0.02227410136 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.492658804 |
| Sum | 2417.853702 |
| Variance | 0.02184717711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 106138 | |
| 1.000008876 | 1550 | 1.0% |
| 1.000035398 | 179 | 0.1% |
| 1.00007941 | 58 | < 0.1% |
| 1.000008876 | 37 | < 0.1% |
| 1.000002839 | 33 | < 0.1% |
| 1.117512979 | 29 | < 0.1% |
| 1.000140756 | 26 | < 0.1% |
| 1.000001681 | 24 | < 0.1% |
| 1.003590046 | 24 | < 0.1% |
| Other values (208) | 452 | 0.3% |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 106138 | |
| 1.000000004 | 2 | < 0.1% |
| 1.000000007 | 1 | < 0.1% |
| 1.000000017 | 2 | < 0.1% |
| 1.000000026 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.939144374 | 1 | < 0.1% |
| 1.337501241 | 3 | < 0.1% |
| 1.117512979 | 29 | |
| 1.037709858 | 9 | < 0.1% |
| 1.004293077 | 1 | < 0.1% |
MV_ap_pstn_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1129 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.983644977 |
| Minimum | 0 |
|---|---|
| Maximum | 2.454586819 |
| Zeros | 2194 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.000114094 |
| Q1 | 1.000543808 |
| median | 1.005524314 |
| Q3 | 1.007251339 |
| 95-th percentile | 1.065847643 |
| Maximum | 2.454586819 |
| Range | 2.454586819 |
| Interquartile range (IQR) | 0.006707531024 |
Descriptive statistics
| Standard deviation | 0.1714513536 |
|---|---|
| Coefficient of variation (CV) | 0.1743020679 |
| Kurtosis | 28.34681089 |
| Mean | 0.983644977 |
| Median Absolute Deviation (MAD) | 0.004845327356 |
| Skewness | -5.395377002 |
| Sum | 74904.565 |
| Variance | 0.02939556664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.005524314 | 9280 | 6.2% |
| 1.000543808 | 9279 | 6.2% |
| 1.007251339 | 5644 | 3.8% |
| 1.065847643 | 5250 | 3.5% |
| 1.006640557 | 5060 | 3.4% |
| 1.012253167 | 3703 | 2.5% |
| 1.023198722 | 3258 | 2.2% |
| 1.019511964 | 2912 | 1.9% |
| 1.006191369 | 2591 | 1.7% |
| 1.000250495 | 2448 | 1.6% |
| Other values (1119) | 26725 | 17.8% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 2194 | |
| 1 | 68 | < 0.1% |
| 1 | 23 | < 0.1% |
| 1 | 14 | < 0.1% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.454586819 | 1 | |
| 1.8122603 | 2 | |
| 1.705465297 | 1 | |
| 1.66740991 | 1 | |
| 1.600311561 | 1 |
MV_ARPU
Real number (ℝ)
ZEROS 
| Distinct | 28513 |
|---|---|
| Distinct (%) | 19.2% |
| Missing | 1117 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.55927681 |
| Minimum | 0 |
|---|---|
| Maximum | 73.36844356 |
| Zeros | 30228 |
| Zeros (%) | 20.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.513443341 |
| median | 21.74906374 |
| Q3 | 24.40298039 |
| 95-th percentile | 30.72036641 |
| Maximum | 73.36844356 |
| Range | 73.36844356 |
| Interquartile range (IQR) | 18.88953705 |
Descriptive statistics
| Standard deviation | 11.14312786 |
|---|---|
| Coefficient of variation (CV) | 0.6346006149 |
| Kurtosis | -0.7341335552 |
| Mean | 17.55927681 |
| Median Absolute Deviation (MAD) | 4.720153562 |
| Skewness | -0.4545180307 |
| Sum | 2614277.81 |
| Variance | 124.1692986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30228 | 20.2% |
| 21.74906374 | 7222 | 4.8% |
| 22.11876484 | 6061 | 4.0% |
| 20.13969538 | 4479 | 3.0% |
| 22.47711246 | 4138 | 2.8% |
| 29.33036315 | 3286 | 2.2% |
| 23.16295481 | 3102 | 2.1% |
| 25.57253549 | 2568 | 1.7% |
| 15.3436809 | 2360 | 1.6% |
| 24.1232528 | 2178 | 1.5% |
| Other values (28503) | 83261 |
| Value | Count | Frequency (%) |
| 0 | 30228 | |
| 1.00000001 | 57 | < 0.1% |
| 1.00000004 | 30 | < 0.1% |
| 1.00000009 | 8 | < 0.1% |
| 1.00000016 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 73.36844356 | 1 | |
| 65.60268424 | 1 | |
| 62.76923776 | 1 | |
| 62.16491434 | 1 | |
| 61.91240754 | 1 |
MV_FRAUD_BLOCK
Real number (ℝ)
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 149998 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | nan |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | nan |
| Sum | 2 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| (Missing) | 149998 |
| Value | Count | Frequency (%) |
| 1 | 2 |
| Value | Count | Frequency (%) |
| 1 | 2 |
MV_dou_omo_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.45900846 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 41053 |
| Zeros (%) | 27.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.590290394 |
| Q3 | 7.964623589 |
| 95-th percentile | 11.61519305 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 7.964623589 |
Descriptive statistics
| Standard deviation | 4.039536552 |
|---|---|
| Coefficient of variation (CV) | 0.9059270885 |
| Kurtosis | -1.067984707 |
| Mean | 4.45900846 |
| Median Absolute Deviation (MAD) | 3.590290394 |
| Skewness | 0.4776281434 |
| Sum | 661212.9875 |
| Variance | 16.31785556 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41053 | |
| 1.480453014 | 13158 | 8.8% |
| 2.206948961 | 9182 | 6.1% |
| 2.921812056 | 7446 | 5.0% |
| 3.590290394 | 6291 | 4.2% |
| 4.210401996 | 5524 | 3.7% |
| 4.786566308 | 4988 | 3.3% |
| 5.324077125 | 4666 | 3.1% |
| 5.827795843 | 4373 | 2.9% |
| 6.30189811 | 3949 | 2.6% |
| Other values (22) | 47657 |
| Value | Count | Frequency (%) |
| 0 | 41053 | |
| 1.480453014 | 13158 | 8.8% |
| 2.206948961 | 9182 | 6.1% |
| 2.921812056 | 7446 | 5.0% |
| 3.590290394 | 6291 | 4.2% |
| Value | Count | Frequency (%) |
| 13.01132535 | 1017 | |
| 12.79226812 | 1078 | |
| 12.56814363 | 1170 | |
| 12.33868121 | 1262 | |
| 12.1035869 | 1353 |
MV_ARPU_inc_s_Traf
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.427370545 × 10-5 |
| Minimum | 0 |
|---|---|
| Maximum | 1.105751526 |
| Zeros | 148285 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.105751526 |
| Range | 1.105751526 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.003890522049 |
|---|---|
| Coefficient of variation (CV) | 272.5656672 |
| Kurtosis | 74734.802 |
| Mean | 1.427370545 × 10-5 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 273.1084681 |
| Sum | 2.11660496 |
| Variance | 1.513616182 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148285 | |
| 1.105751526 | 1 | < 0.1% |
| 1.010853435 | 1 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148285 | |
| 1.010853435 | 1 | < 0.1% |
| 1.105751526 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.105751526 | 1 | < 0.1% |
| 1.010853435 | 1 | < 0.1% |
| 0 | 148285 |
MV_ap_4G_d
Real number (ℝ)
MISSING 
| Distinct | 1370 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.23424172 |
| Minimum | 0 |
|---|---|
| Maximum | 51.83581866 |
| Zeros | 847 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14.48967017 |
| Q1 | 21.30983184 |
| median | 21.8440601 |
| Q3 | 25.01311719 |
| 95-th percentile | 29.20016854 |
| Maximum | 51.83581866 |
| Range | 51.83581866 |
| Interquartile range (IQR) | 3.703285347 |
Descriptive statistics
| Standard deviation | 5.317519158 |
|---|---|
| Coefficient of variation (CV) | 0.2391590064 |
| Kurtosis | 4.658377316 |
| Mean | 22.23424172 |
| Median Absolute Deviation (MAD) | 1.904441777 |
| Skewness | -1.153521582 |
| Sum | 1693137.507 |
| Variance | 28.27601 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.30983184 | 9182 | 6.1% |
| 29.20016854 | 9035 | 6.0% |
| 22.74713999 | 5543 | 3.7% |
| 18.90881863 | 5206 | 3.5% |
| 21.66858662 | 4950 | 3.3% |
| 21.91993962 | 3235 | 2.2% |
| 21.8440601 | 2888 | 1.9% |
| 21.55449686 | 2448 | 1.6% |
| 25.34128146 | 2333 | 1.6% |
| 14.48967017 | 2193 | 1.5% |
| Other values (1360) | 29137 | 19.4% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 847 | |
| 1.000014568 | 87 | 0.1% |
| 1.000045222 | 24 | < 0.1% |
| 1.000049323 | 8 | < 0.1% |
| 1.000054671 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.83581866 | 1 | |
| 51.38185052 | 1 | |
| 49.35843235 | 1 | |
| 48.82913536 | 1 | |
| 46.82530464 | 1 |
MV_ot_innet_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 982 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2658171873 |
| Minimum | 0 |
|---|---|
| Maximum | 2.135480382 |
| Zeros | 80156 |
| Zeros (%) | 53.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.0003655 |
| 95-th percentile | 1.035014673 |
| Maximum | 2.135480382 |
| Range | 2.135480382 |
| Interquartile range (IQR) | 1.0003655 |
Descriptive statistics
| Standard deviation | 0.4468848194 |
|---|---|
| Coefficient of variation (CV) | 1.681173531 |
| Kurtosis | -0.7981761754 |
| Mean | 0.2658171873 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.090182579 |
| Sum | 28854.45568 |
| Variance | 0.1997060419 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 80156 | |
| 1.035014673 | 6108 | 4.1% |
| 1.000585811 | 4094 | 2.7% |
| 1.007244578 | 3788 | 2.5% |
| 1.0003655 | 3134 | 2.1% |
| 1.021112556 | 1195 | 0.8% |
| 1.023224104 | 1192 | 0.8% |
| 1.001739746 | 923 | 0.6% |
| 1.015874294 | 887 | 0.6% |
| 1.002417761 | 622 | 0.4% |
| Other values (972) | 6451 | 4.3% |
| (Missing) | 41450 |
| Value | Count | Frequency (%) |
| 0 | 80156 | |
| 1 | 23 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1 | 3 | < 0.1% |
| 1 | 32 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.135480382 | 2 | < 0.1% |
| 1.858145487 | 1 | < 0.1% |
| 1.852690228 | 9 | |
| 1.646549811 | 1 | < 0.1% |
| 1.500528181 | 2 | < 0.1% |
MV_dou_Roam
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05494711383 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 146626 |
| Zeros (%) | 97.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6311950846 |
|---|---|
| Coefficient of variation (CV) | 11.48732009 |
| Kurtosis | 212.6729392 |
| Mean | 0.05494711383 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.95409379 |
| Sum | 8147.942669 |
| Variance | 0.3984072348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 146626 | |
| 1.480453014 | 459 | 0.3% |
| 2.206948961 | 181 | 0.1% |
| 2.921812056 | 105 | 0.1% |
| 3.590290394 | 102 | 0.1% |
| 4.210401996 | 77 | 0.1% |
| 4.786566308 | 73 | < 0.1% |
| 5.324077125 | 55 | < 0.1% |
| 5.827795843 | 46 | < 0.1% |
| 7.578965206 | 44 | < 0.1% |
| Other values (22) | 519 | 0.3% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 146626 | |
| 1.480453014 | 459 | 0.3% |
| 2.206948961 | 181 | 0.1% |
| 2.921812056 | 105 | 0.1% |
| 3.590290394 | 102 | 0.1% |
| Value | Count | Frequency (%) |
| 13.01132535 | 7 | < 0.1% |
| 12.79226812 | 5 | < 0.1% |
| 12.56814363 | 8 | |
| 12.33868121 | 12 | |
| 12.1035869 | 18 |
MV_ap_mn_out_v
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 541 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5412591876 |
| Minimum | 0 |
|---|---|
| Maximum | 6.035004641 |
| Zeros | 40488 |
| Zeros (%) | 27.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.137254243 |
| 95-th percentile | 1.241208978 |
| Maximum | 6.035004641 |
| Range | 6.035004641 |
| Interquartile range (IQR) | 1.137254243 |
Descriptive statistics
| Standard deviation | 0.5830752317 |
|---|---|
| Coefficient of variation (CV) | 1.077256969 |
| Kurtosis | -1.617044661 |
| Mean | 0.5412591876 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2180627446 |
| Sum | 41216.88713 |
| Variance | 0.3399767259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40488 | |
| 1.038041244 | 9340 | 6.2% |
| 1.229740181 | 5645 | 3.8% |
| 1.228104906 | 5060 | 3.4% |
| 1.278004512 | 2591 | 1.7% |
| 1.078403842 | 2407 | 1.6% |
| 1.158896555 | 1740 | 1.2% |
| 1.108842298 | 1008 | 0.7% |
| 1.224944945 | 677 | 0.5% |
| 1.196417209 | 674 | 0.4% |
| Other values (531) | 6520 | 4.3% |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 40488 | |
| 1 | 68 | < 0.1% |
| 1.000000001 | 5 | < 0.1% |
| 1.000000001 | 49 | < 0.1% |
| 1.000000002 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.035004641 | 2 | |
| 3.696307049 | 1 | |
| 3.388216517 | 1 | |
| 3.016588388 | 2 | |
| 2.973535089 | 1 |
MV_Traf_omo_out_s_Cnt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 181 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3427949699 |
| Minimum | 0 |
|---|---|
| Maximum | 83.76464387 |
| Zeros | 132854 |
| Zeros (%) | 88.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.206948961 |
| Maximum | 83.76464387 |
| Range | 83.76464387 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.583982962 |
|---|---|
| Coefficient of variation (CV) | 4.62078823 |
| Kurtosis | 243.7301894 |
| Mean | 0.3427949699 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.61315558 |
| Sum | 50832.03771 |
| Variance | 2.509002025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 132854 | |
| 1.480453014 | 6868 | 4.6% |
| 2.206948961 | 3035 | 2.0% |
| 2.921812056 | 1442 | 1.0% |
| 3.590290394 | 932 | 0.6% |
| 4.210401996 | 555 | 0.4% |
| 4.786566308 | 424 | 0.3% |
| 5.324077125 | 311 | 0.2% |
| 5.827795843 | 236 | 0.2% |
| 6.30189811 | 176 | 0.1% |
| Other values (171) | 1454 | 1.0% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 132854 | |
| 1.480453014 | 6868 | 4.6% |
| 2.206948961 | 3035 | 2.0% |
| 2.921812056 | 1442 | 1.0% |
| 3.590290394 | 932 | 0.6% |
| Value | Count | Frequency (%) |
| 83.76464387 | 1 | |
| 68.01364113 | 1 | |
| 59.85692642 | 1 | |
| 58.93261408 | 1 | |
| 49.27382951 | 1 |
MV_dou_2G_d
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.559971269 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 58746 |
| Zeros (%) | 39.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.206948961 |
| Q3 | 6.30189811 |
| 95-th percentile | 11.86254065 |
| Maximum | 13.01132535 |
| Range | 13.01132535 |
| Interquartile range (IQR) | 6.30189811 |
Descriptive statistics
| Standard deviation | 3.994856176 |
|---|---|
| Coefficient of variation (CV) | 1.122159667 |
| Kurtosis | -0.4433279093 |
| Mean | 3.559971269 |
| Median Absolute Deviation (MAD) | 2.206948961 |
| Skewness | 0.8885465875 |
| Sum | 527897.4596 |
| Variance | 15.95887586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58746 | |
| 1.480453014 | 10924 | 7.3% |
| 2.206948961 | 10257 | 6.8% |
| 2.921812056 | 6893 | 4.6% |
| 3.590290394 | 6164 | 4.1% |
| 4.210401996 | 5070 | 3.4% |
| 4.786566308 | 4482 | 3.0% |
| 5.324077125 | 3940 | 2.6% |
| 5.827795843 | 3538 | 2.4% |
| 6.30189811 | 3133 | 2.1% |
| Other values (22) | 35140 |
| Value | Count | Frequency (%) |
| 0 | 58746 | |
| 1.480453014 | 10924 | 7.3% |
| 2.206948961 | 10257 | 6.8% |
| 2.921812056 | 6893 | 4.6% |
| 3.590290394 | 6164 | 4.1% |
| Value | Count | Frequency (%) |
| 13.01132535 | 2575 | |
| 12.79226812 | 1214 | |
| 12.56814363 | 1094 | |
| 12.33868121 | 1020 | 0.7% |
| 12.1035869 | 1002 | 0.7% |
MV_ap_Cont_v
Real number (ℝ)
CONSTANT  MISSING  ZEROS 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73850 |
| Missing (%) | 49.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | 0 |
|---|---|
| Maximum | 0 |
| Zeros | 76150 |
| Zeros (%) | 50.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 0 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 0 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 76150 | |
| (Missing) | 73850 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
| Value | Count | Frequency (%) |
| 0 | 76150 |
MV_Traf_pstn_inc_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2152 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7298620387 |
| Minimum | 0 |
|---|---|
| Maximum | 46.49318675 |
| Zeros | 107959 |
| Zeros (%) | 72.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.028336778 |
| 95-th percentile | 3.812652875 |
| Maximum | 46.49318675 |
| Range | 46.49318675 |
| Interquartile range (IQR) | 1.028336778 |
Descriptive statistics
| Standard deviation | 1.96164537 |
|---|---|
| Coefficient of variation (CV) | 2.687693381 |
| Kurtosis | 50.6868073 |
| Mean | 0.7298620387 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.655368065 |
| Sum | 108229.0521 |
| Variance | 3.848052559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107959 | |
| 1.000273218 | 674 | 0.4% |
| 1.049793044 | 652 | 0.4% |
| 1.06223072 | 642 | 0.4% |
| 1.055879654 | 636 | 0.4% |
| 1.068835007 | 616 | 0.4% |
| 1.07568182 | 606 | 0.4% |
| 1.082760975 | 585 | 0.4% |
| 1.038461046 | 530 | 0.4% |
| 1.097577944 | 528 | 0.4% |
| Other values (2142) | 34859 | 23.2% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 107959 | |
| 1.000273218 | 674 | 0.4% |
| 1.001075172 | 223 | 0.1% |
| 1.00238048 | 171 | 0.1% |
| 1.004165221 | 197 | 0.1% |
| Value | Count | Frequency (%) |
| 46.49318675 | 1 | |
| 45.35558401 | 1 | |
| 42.69764351 | 1 | |
| 42.66789678 | 1 | |
| 41.84910782 | 1 |
MV_ARPU_R_inc_v_Traf
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01449112291 |
| Minimum | 0 |
|---|---|
| Maximum | 44.04494242 |
| Zeros | 148134 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 44.04494242 |
| Range | 44.04494242 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.503651054 |
|---|---|
| Coefficient of variation (CV) | 34.75583344 |
| Kurtosis | 2189.693772 |
| Mean | 0.01449112291 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.86983541 |
| Sum | 2148.845142 |
| Variance | 0.2536643842 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 148134 | |
| 7.485597097 | 46 | < 0.1% |
| 12.21033147 | 18 | < 0.1% |
| 11.23918336 | 17 | < 0.1% |
| 15.9956774 | 12 | < 0.1% |
| 10.1546768 | 8 | < 0.1% |
| 13.89998703 | 7 | < 0.1% |
| 17.18935823 | 4 | < 0.1% |
| 18.76280413 | 3 | < 0.1% |
| 20.56366678 | 2 | < 0.1% |
| Other values (28) | 36 | < 0.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 148134 | |
| 7.485597097 | 46 | < 0.1% |
| 10.1546768 | 8 | < 0.1% |
| 11.23918336 | 17 | < 0.1% |
| 12.21033147 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.04494242 | 1 | |
| 34.64394479 | 1 | |
| 34.50557733 | 1 | |
| 33.64527163 | 1 | |
| 33.64526409 | 1 |
MV_ARPU_2G_d_Traf
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 180 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2361554876 |
| Minimum | 0 |
|---|---|
| Maximum | 34.6428107 |
| Zeros | 143210 |
| Zeros (%) | 95.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 34.6428107 |
| Range | 34.6428107 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.438462549 |
|---|---|
| Coefficient of variation (CV) | 6.091167153 |
| Kurtosis | 78.6127763 |
| Mean | 0.2361554876 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.956725625 |
| Sum | 35018.78879 |
| Variance | 2.069174506 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143210 | |
| 4.497536115 | 2672 | 1.8% |
| 7.165976416 | 738 | 0.5% |
| 9.181785673 | 399 | 0.3% |
| 10.81975628 | 182 | 0.1% |
| 12.20938997 | 113 | 0.1% |
| 5.750474527 | 111 | 0.1% |
| 13.42201696 | 78 | 0.1% |
| 3.539668309 | 77 | 0.1% |
| 4.497939569 | 67 | < 0.1% |
| Other values (170) | 640 | 0.4% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 143210 | |
| 1.14300682 | 1 | < 0.1% |
| 1.143421545 | 1 | < 0.1% |
| 1.333714426 | 1 | < 0.1% |
| 1.333779266 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 34.6428107 | 1 | |
| 31.87841964 | 1 | |
| 27.44700735 | 1 | |
| 26.6201176 | 1 | |
| 26.41681389 | 1 |
MV_ot_Other
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08369209362 |
| Minimum | 0 |
|---|---|
| Maximum | 46.34717964 |
| Zeros | 107412 |
| Zeros (%) | 71.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 46.34717964 |
| Range | 46.34717964 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.337077936 |
|---|---|
| Coefficient of variation (CV) | 15.97615591 |
| Kurtosis | 458.9458267 |
| Mean | 0.08369209362 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.82167738 |
| Sum | 9084.776762 |
| Variance | 1.787777408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107412 | |
| 2.463678086 | 335 | 0.2% |
| 1.169725207 | 214 | 0.1% |
| 28.48895687 | 105 | 0.1% |
| 4.032763741 | 66 | < 0.1% |
| 26.62106674 | 42 | < 0.1% |
| 1.494067668 | 37 | < 0.1% |
| 28.91644607 | 29 | < 0.1% |
| 4.032824783 | 28 | < 0.1% |
| 1.861150816 | 15 | < 0.1% |
| Other values (123) | 267 | 0.2% |
| (Missing) | 41450 | 27.6% |
| Value | Count | Frequency (%) |
| 0 | 107412 | |
| 1.169725207 | 214 | 0.1% |
| 1.494067668 | 37 | < 0.1% |
| 1.861150816 | 15 | < 0.1% |
| 2.235641939 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 46.34717964 | 1 | < 0.1% |
| 42.19048027 | 4 | |
| 41.17118624 | 1 | < 0.1% |
| 38.48228637 | 1 | < 0.1% |
| 34.07919293 | 1 | < 0.1% |
MV_Traf_ACCA_out_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1934 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5731819558 |
| Minimum | 0 |
|---|---|
| Maximum | 35.7974694 |
| Zeros | 120276 |
| Zeros (%) | 80.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3.707500272 |
| Maximum | 35.7974694 |
| Range | 35.7974694 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.7703197 |
|---|---|
| Coefficient of variation (CV) | 3.088582399 |
| Kurtosis | 34.87562202 |
| Mean | 0.5731819558 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.030399569 |
| Sum | 84995.43268 |
| Variance | 3.134031841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 120276 | |
| 1.000273218 | 1038 | 0.7% |
| 1.001075172 | 755 | 0.5% |
| 1.004165221 | 742 | 0.5% |
| 1.00238048 | 728 | 0.5% |
| 1.006406835 | 670 | 0.4% |
| 1.00908403 | 563 | 0.4% |
| 1.012176694 | 516 | 0.3% |
| 1.015665812 | 447 | 0.3% |
| 1.019533401 | 402 | 0.3% |
| Other values (1924) | 22150 | 14.8% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 120276 | |
| 1.000273218 | 1038 | 0.7% |
| 1.001075172 | 755 | 0.5% |
| 1.00238048 | 728 | 0.5% |
| 1.004165221 | 742 | 0.5% |
| Value | Count | Frequency (%) |
| 35.7974694 | 1 | |
| 34.40569122 | 1 | |
| 33.92798646 | 1 | |
| 32.52085756 | 1 | |
| 32.28345257 | 1 |
MV_Traf_mn_out_v_Min
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2003 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 1713 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2528071473 |
| Minimum | 0 |
|---|---|
| Maximum | 72.1042268 |
| Zeros | 140861 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.000273218 |
| Maximum | 72.1042268 |
| Range | 72.1042268 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.721167751 |
|---|---|
| Coefficient of variation (CV) | 6.80822425 |
| Kurtosis | 171.7571878 |
| Mean | 0.2528071473 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.81523804 |
| Sum | 37488.01345 |
| Variance | 2.962418426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 140861 | |
| 1.004165221 | 175 | 0.1% |
| 1.006406835 | 161 | 0.1% |
| 1.012176694 | 157 | 0.1% |
| 1.00908403 | 143 | 0.1% |
| 1.015665812 | 131 | 0.1% |
| 1.00238048 | 131 | 0.1% |
| 1.023762432 | 106 | 0.1% |
| 1.000273218 | 103 | 0.1% |
| 1.019533401 | 97 | 0.1% |
| Other values (1993) | 6222 | 4.1% |
| (Missing) | 1713 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 140861 | |
| 1.000273218 | 103 | 0.1% |
| 1.001075172 | 91 | 0.1% |
| 1.00238048 | 131 | 0.1% |
| 1.004165221 | 175 | 0.1% |
| Value | Count | Frequency (%) |
| 72.1042268 | 1 | |
| 65.3358963 | 1 | |
| 54.39112112 | 1 | |
| 53.02250946 | 1 | |
| 51.0656754 | 1 |
MV_DOU_OT
Real number (ℝ)
MISSING 
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.84905715 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 1.480453014 |
| Q3 | 2.206948961 |
| 95-th percentile | 2.921812056 |
| Maximum | 13.01132535 |
| Range | 11.53087233 |
| Interquartile range (IQR) | 0.7264959469 |
Descriptive statistics
| Standard deviation | 0.6641529974 |
|---|---|
| Coefficient of variation (CV) | 0.3591846783 |
| Kurtosis | 24.98855063 |
| Mean | 1.84905715 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.511035818 |
| Sum | 200715.1536 |
| Variance | 0.441099204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 71328 | |
| 2.206948961 | 25947 | 17.3% |
| 2.921812056 | 7438 | 5.0% |
| 3.590290394 | 2252 | 1.5% |
| 4.210401996 | 766 | 0.5% |
| 4.786566308 | 343 | 0.2% |
| 5.324077125 | 146 | 0.1% |
| 5.827795843 | 91 | 0.1% |
| 6.30189811 | 65 | < 0.1% |
| 6.749901739 | 31 | < 0.1% |
| Other values (19) | 143 | 0.1% |
| (Missing) | 41450 |
| Value | Count | Frequency (%) |
| 1.480453014 | 71328 | |
| 2.206948961 | 25947 | 17.3% |
| 2.921812056 | 7438 | 5.0% |
| 3.590290394 | 2252 | 1.5% |
| 4.210401996 | 766 | 0.5% |
| Value | Count | Frequency (%) |
| 13.01132535 | 1 | < 0.1% |
| 12.79226812 | 2 | < 0.1% |
| 12.33868121 | 5 | |
| 12.1035869 | 1 | < 0.1% |
| 11.86254065 | 3 |
MV_SERV_Y_WO_AF
Real number (ℝ)
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 140970 |
| Missing (%) | 94.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 9030 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 9030 | 6.0% |
| (Missing) | 140970 |
| Value | Count | Frequency (%) |
| 1 | 9030 |
| Value | Count | Frequency (%) |
| 1 | 9030 |
MV_Migr_To
Real number (ℝ)
ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 91 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02937782255 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 145505 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1688637211 |
|---|---|
| Coefficient of variation (CV) | 5.747999901 |
| Kurtosis | 29.07055909 |
| Mean | 0.02937782255 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.574062365 |
| Sum | 4404 |
| Variance | 0.0285149563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 145505 | |
| 1 | 4404 | 2.9% |
| (Missing) | 91 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 145505 | |
| 1 | 4404 | 2.9% |
| Value | Count | Frequency (%) |
| 1 | 4404 | 2.9% |
| 0 | 145505 |
MV_SERV_RLH
Real number (ℝ)
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 149967 |
| Missing (%) | > 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1 |
| Minimum | 1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0 |
|---|---|
| Coefficient of variation (CV) | 0 |
| Kurtosis | 0 |
| Mean | 1 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0 |
| Sum | 33 |
| Variance | 0 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 33 | < 0.1% |
| (Missing) | 149967 |
| Value | Count | Frequency (%) |
| 1 | 33 |
| Value | Count | Frequency (%) |
| 1 | 33 |
MV_DOU_PPM_VF
Real number (ℝ)
MISSING 
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 72366 |
| Missing (%) | 48.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.49513969 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 18.16556536 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 13.01132535 |
| Q1 | 13.01132535 |
| median | 16.45925281 |
| Q3 | 18.16556536 |
| 95-th percentile | 18.16556536 |
| Maximum | 18.16556536 |
| Range | 16.68511235 |
| Interquartile range (IQR) | 5.154240013 |
Descriptive statistics
| Standard deviation | 2.850583004 |
|---|---|
| Coefficient of variation (CV) | 0.1839662669 |
| Kurtosis | 0.8055772799 |
| Mean | 15.49513969 |
| Median Absolute Deviation (MAD) | 1.706312555 |
| Skewness | -0.7392171263 |
| Sum | 1202949.675 |
| Variance | 8.12582346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.16556536 | 36486 | |
| 13.01132535 | 32861 | |
| 15.14662631 | 304 | 0.2% |
| 14.97017418 | 246 | 0.2% |
| 15.32009119 | 226 | 0.2% |
| 16.45925281 | 225 | 0.1% |
| 17.05871926 | 221 | 0.1% |
| 15.49067931 | 219 | 0.1% |
| 16.91199372 | 217 | 0.1% |
| 17.62631161 | 213 | 0.1% |
| Other values (52) | 6416 | 4.3% |
| (Missing) | 72366 |
| Value | Count | Frequency (%) |
| 1.480453014 | 72 | |
| 2.206948961 | 80 | |
| 2.921812056 | 78 | |
| 3.590290394 | 92 | |
| 4.210401996 | 85 |
| Value | Count | Frequency (%) |
| 18.16556536 | 36486 | |
| 18.03323823 | 176 | 0.1% |
| 17.89928393 | 182 | 0.1% |
| 17.76365739 | 189 | 0.1% |
| 17.62631161 | 213 | 0.1% |
MV_DOU_Neg_Bal
Real number (ℝ)
MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 149887 |
| Missing (%) | 99.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.971757513 |
| Minimum | 1.480453014 |
|---|---|
| Maximum | 13.01132535 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 1.480453014 |
|---|---|
| 5-th percentile | 1.480453014 |
| Q1 | 1.480453014 |
| median | 2.206948961 |
| Q3 | 4.210401996 |
| 95-th percentile | 5.324077125 |
| Maximum | 13.01132535 |
| Range | 11.53087233 |
| Interquartile range (IQR) | 2.729948982 |
Descriptive statistics
| Standard deviation | 1.699819602 |
|---|---|
| Coefficient of variation (CV) | 0.5719913535 |
| Kurtosis | 10.01306304 |
| Mean | 2.971757513 |
| Median Absolute Deviation (MAD) | 0.7264959469 |
| Skewness | 2.307003351 |
| Sum | 335.8085989 |
| Variance | 2.889386679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.480453014 | 36 | < 0.1% |
| 2.206948961 | 21 | < 0.1% |
| 2.921812056 | 18 | < 0.1% |
| 4.786566308 | 11 | < 0.1% |
| 4.210401996 | 10 | < 0.1% |
| 3.590290394 | 8 | < 0.1% |
| 5.324077125 | 6 | < 0.1% |
| 7.174761058 | 1 | < 0.1% |
| 13.01132535 | 1 | < 0.1% |
| 7.964623589 | 1 | < 0.1% |
| (Missing) | 149887 |
| Value | Count | Frequency (%) |
| 1.480453014 | 36 | |
| 2.206948961 | 21 | |
| 2.921812056 | 18 | |
| 3.590290394 | 8 | < 0.1% |
| 4.210401996 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 13.01132535 | 1 | < 0.1% |
| 7.964623589 | 1 | < 0.1% |
| 7.174761058 | 1 | < 0.1% |
| 5.324077125 | 6 | |
| 4.786566308 | 11 |
MV_ot_total
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 1295 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 41450 |
| Missing (%) | 27.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.290760847 |
| Minimum | 0 |
|---|---|
| Maximum | 61.53413636 |
| Zeros | 77582 |
| Zeros (%) | 51.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 17.73954218 |
| 95-th percentile | 25.57253549 |
| Maximum | 61.53413636 |
| Range | 61.53413636 |
| Interquartile range (IQR) | 17.73954218 |
Descriptive statistics
| Standard deviation | 10.61242772 |
|---|---|
| Coefficient of variation (CV) | 1.686986357 |
| Kurtosis | 0.831989574 |
| Mean | 6.290760847 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.371242976 |
| Sum | 682862.0899 |
| Variance | 112.6236221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 77582 | |
| 22.11876484 | 6753 | 4.5% |
| 20.13969538 | 4703 | 3.1% |
| 21.74906374 | 4026 | 2.7% |
| 25.57253549 | 3699 | 2.5% |
| 23.81164265 | 1184 | 0.8% |
| 9.681862319 | 855 | 0.6% |
| 23.81157824 | 587 | 0.4% |
| 25.01317555 | 389 | 0.3% |
| 17.73954218 | 325 | 0.2% |
| Other values (1285) | 8447 | 5.6% |
| (Missing) | 41450 |
| Value | Count | Frequency (%) |
| 0 | 77582 | |
| 1.000034606 | 2 | < 0.1% |
| 1.000055831 | 8 | < 0.1% |
| 1.000060369 | 7 | < 0.1% |
| 1.000095107 | 86 | 0.1% |
| Value | Count | Frequency (%) |
| 61.53413636 | 1 | < 0.1% |
| 60.53783578 | 6 | |
| 60.1010169 | 4 | |
| 58.72162702 | 1 | < 0.1% |
| 58.66173151 | 1 | < 0.1% |
target
Real number (ℝ)
ZEROS 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06390666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 140414 |
| Zeros (%) | 93.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2445874147 |
|---|---|
| Coefficient of variation (CV) | 3.827259776 |
| Kurtosis | 10.7164865 |
| Mean | 0.06390666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.565998263 |
| Sum | 9586 |
| Variance | 0.05982300344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 140414 | |
| 1 | 9586 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 140414 | |
| 1 | 9586 | 6.4% |
| Value | Count | Frequency (%) |
| 1 | 9586 | 6.4% |
| 0 | 140414 |
abon_id
Real number (ℝ)
UNIQUE 
| Distinct | 150000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78974430.45 |
| Minimum | 1545052 |
|---|---|
| Maximum | 130754935 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 586.1 KiB |
Quantile statistics
| Minimum | 1545052 |
|---|---|
| 5-th percentile | 10806002.7 |
| Q1 | 37003223 |
| median | 88375825 |
| Q3 | 123465113.8 |
| 95-th percentile | 129207587.2 |
| Maximum | 130754935 |
| Range | 129209883 |
| Interquartile range (IQR) | 86461890.75 |
Descriptive statistics
| Standard deviation | 42931457.78 |
|---|---|
| Coefficient of variation (CV) | 0.5436121227 |
| Kurtosis | -1.41576267 |
| Mean | 78974430.45 |
| Median Absolute Deviation (MAD) | 37878035.5 |
| Skewness | -0.2972022124 |
| Sum | 1.184616457 × 1013 |
| Variance | 1.843110067 × 1015 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1545052 | 1 | < 0.1% |
| 113831819 | 1 | < 0.1% |
| 113816878 | 1 | < 0.1% |
| 113816960 | 1 | < 0.1% |
| 113818219 | 1 | < 0.1% |
| 113818285 | 1 | < 0.1% |
| 113819591 | 1 | < 0.1% |
| 113819637 | 1 | < 0.1% |
| 113820135 | 1 | < 0.1% |
| 113822672 | 1 | < 0.1% |
| Other values (149990) | 149990 |
| Value | Count | Frequency (%) |
| 1545052 | 1 | |
| 1545235 | 1 | |
| 1549358 | 1 | |
| 1549591 | 1 | |
| 1558772 | 1 |
| Value | Count | Frequency (%) |
| 130754935 | 1 | |
| 130754629 | 1 | |
| 130754333 | 1 | |
| 130753819 | 1 | |
| 130753784 | 1 |